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Social life is organized around rules and norms. The present experiments investigate the cognitive architecture of rule violations. To do so, a setting with arbitrary rules that had to be followed or broken was developed, and breaking these rules did not have any negative consequences. Removed from any social influences that might further encourage or hinder the rule breaker, results suggest that simply labeling a behavior as a rule violation comes with specific costs: They are more difficult to plan and come with specific behavioral markers during execution. In essence, rule violations resemble rule negations, but they also trigger additional processes.
The question of what makes rule violations more difficult than rule inversions is the major focus of the remaining experiments. These experiments revealed negative affective consequences of rule violation and rule inversions alike, while rule violations additionally prime authority-related concepts, thus sensitizing towards authority related stimuli.
Next, the question how these burdens of non-conformity can be mitigated was investigated, and the influence of having executed the behavior in question frequently and recently was tested in both negations and rule violations. The burdens of non-conformity can best be reduced by a combination of having violated/negated a rule very frequently and very recently. Transfer from another task, however, could not be identified.
To conclude, a model that accounts for the data that is currently presented is proposed. As a variant of a task switching model, it describes the cognitive processes that were investigated and highlights unique processing steps that rule violations seem to require.
Effects of timing and herbivory on a grass-endophyte association and its trophic interactions
(2017)
I.) Plant associated microorganisms can affect the plant`s interaction with herbivores and higher trophic levels. For instance, endophytic fungi infecting aerial plant parts of grass species produce bioactive alkaloids that can negatively affect species from higher trophic levels, indicating a defensive mutualism between the grass and the endophyte. However, beneficial insects can also be negatively affected by the endophyte, which might question the mutualistic effect of endophytic fungi. On the other hand, grass-endophytes are affected by environmental conditions and species interactions. Grazing can increase endophyte frequencies in natural habitats. Furthermore, endophyte mediated effects on herbivores are most pronounced during warm summers following rainy springs. In this study, we investigated whether endophyte derived alkaloids cascade up a food chain (chapter II) and whether their concentrations depend on plant age and season (chapter III). Further we analysed, whether altered herbivore phenology affects the endophytic fungus (chapter IV) and whether endophyte derived alkaloid production is induced by different herbivore species (chapter V).
II.) In our first experimental study we analysed whether grass-endophyte derived alkaloids decreased the performance of two ladybird species feeding on aphids exclusively reared on endophyte infected grass (6 weeks young grass). Further, we screened species from three trophic levels (grass, herbivores and aphid predators) for their alkaloid content using two year old infected grass as diet for herbivores. We established an UPLC-MS method to detect and quantify the amount of the endophyte derived alkaloids peramine and lolitrem B extracted from the organic plant and insect material. Performance parameters of ladybirds revealed little differences between ladybirds fed on aphids reared on endophyte infected and non-infected grass, which probably resulted from low alkaloid concentrations in the young (6-weeks old) endophyte infected grass used in this part of the study. Alkaloid quantification of the two year old endophyte infected grass, herbivores and aphid predators revealed similar concentrations between grass and aphids, while aphid predators contained approximately half of that amount which still exceeded the bioactive threshold. We conclude that alkaloids produced by grass-endophytes cascade up the food chain and are responsible for fitness disadvantages of higher trophic levels.
III.) In the second study we investigated the impact of plant age and seasonal timing on grass-endophyte growth and alkaloid production. Plants were sown in April of 2013 and sampled monthly over 30 consecutive months. Endophyte growth was quantified with real-time PCR (qPCR) and alkaloid concentrations with UPLC-MS. We showed that alkaloid concentrations and fungal growth followed a seasonal rhythmicity and that alkaloid concentrations increased with plant age. Alkaloid concentrations peak during summer, when also herbivore abundances are high. Consequently, we conclude that plant age and season contribute to the toxicity of endophytes on grass herbivores
IV.) In the third study we simulated earlier spring arrival of aphids by enhancing aphid abundance on endophyte infected and endophyte-free grass in spring and analysed responses across three trophic levels. Enhanced aphid abundance in spring caused higher aphid abundances during the study period. Predators stayed unaffected by increased herbivore abundances; however they did level aphid numbers within two weeks after arrival on the plants, independent of aphid abundance. Grass-endophyte showed a time delayed growth, two weeks after aphid abundance peak and after predators already controlled aphid infestations on the plants. We conclude that phenology shifts of herbivorous insects can affect multi-trophic interactions leading to desynchronizations between phenologies of interacting species and mismatches in food-webs.
V.) In the fourth study we analysed whether herbivores induce endophyte growth and alkaloid production and whether different types of herbivores induce specific alkaloid production. We applied three different herbivore treatments on endophyte infected grass over 18 weeks. Locust herbivory increased the insect deterring alkaloid peramine and clipping of plants (simulation of grazing livestock) increased the vertebrate toxic alkaloid lolitrem B. Aphid herbivory did not affect endophyte derived alkaloid concentrations. Endophyte responses to herbivory were species specific which indicates a primarily plant protecting role of alkaloid synthesis in endophyte infected plants and a close chemical crosstalk between interacting species.
VI.) In summary, we showed that endophyte derived alkaloids affect higher trophic levels and that alkaloid concentrations in the plant depend on prevalent herbivore species, plant age and seasonal timing. Our results indicate a close chemical crosstalk between the host plant and the endophytic fungus which is susceptible to environmental changes altering the endophyte`s alkaloid production in plants. We gained insights into the grass-endophyte symbiosis in ecological contexts and conclude that several factors determine the herbivore toxic potential of endophytic fungi and thereby their plant mutualistic or parasitic character. Future studies should investigate the mechanisms behind the herbivore induced alkaloid concentration increase, shown in this thesis, especially whether plant signals mediate the endophyte response. Furthermore it would be interesting to study the induction of indirect endophyte mediated defence and how it affects multi-trophic level interactions.
Optical antennas work similar to antennas for the radio-frequency regime and convert electromagnetic radiation into oscillating electrical currents. Charge density accumulations form at the antenna surface leading to strong and localized near-fields. Since most optical antennas have dimensions of a few hundred nanometers, their near-fields allow the focusing of electromagnetic fields to volumes much smaller than the diffraction limit, with intensities several orders of magnitude larger than achievable with classical diffractive and refractive optical elements. The task to maximize the emission of a quantum emitter, a point-like entity capable of reception and emission of single photons, is identical to the task to maximize the field intensity at the position of the quantum emitter. Therefore it is desirable to optimize the capabilities of focusing optical antennas.
Radio-frequency-antenna designs scaled to optical dimensions of several hundred nanometers show already a decent performance. However, optical frequencies lie near the plasma frequency of the metals used for optical antennas and the mass of electrons cannot be neglected anymore. This leads to new physical phenomena. Light can couple to charge density oscillations, yielding a so-called Plasmon. Effects emerge which have no equivalent in the very advanced field of radio-frequency-technology, e.g.~volume currents and shortened effective wavelengths. Additionally the conductivity is not infinite anymore, leading to thermal losses. Therefore, the question for the optimal geometry of a focusing optical antenna is not easy to answer. However, up to now there was no evidence that there exist better alternatives for optical antennas than down-scaled radio-frequency designs.
In this work the optimization of focusing optical antennas is based on an approach, which often proved successful for radio-frequency-antennas in complex applications (e.g.~broadband and isotropic reception): evolutionary algorithms. The first implementation introduced here allows a large freedom regarding particle shape and count, as it arranges cubic voxels on a planar, square grid. The geometries are encoded in a binary matrix, which works as a genome and enables the methods of mutation and crossing as mechanism of improvement. Antenna geometries optimized in this way surpass a comparable dipolar geometry by a factor of 2. Moreover, a new working principle can be deduced from the optimized antennas: a magnetic split-ring resonance can be coupled conductively to dipolar antennas, to form novel and more effective split-ring-antennas, as their currents add up constructively near the focal point.
In a next step, the evolutionary algorithm is adapted so that the binary matrices describe geometries with realistic fabrication constraints. In addition a 'printer driver' is developed which converts the binary matrices into commands for focused ion-beam milling in mono-crystalline gold flakes. It is shown by means of confocal two-photon photo-luminescence microscopy that antennas with differing efficiency can be fabricated reliably directly from the evolutionary algorithm. Besides, the concept of the split-ring antenna is further improved by adding this time two split-rings to the dipole-like resonance.
The best geometry from the second evolutionary algorithm inspires a fundamentally new formalism to determine the power transfer between an antenna and a point dipole, best termed 'three-dimensional mode-matching'. Therewith, for the first time intuitive design rules for the geometry of an focusing optical antenna can be deduced. The validity of the theory is proven analytically at the case of a point dipole in from of a metallic nano sphere.
The full problem of focusing light by means of an optical antenna can, thus, be reduced to two simultaneous mode-matching conditions -- on the one hand with the fields of a point dipole, on the other hand with a plane wave. Therefore, two types of ideal focusing optical antenna mode patterns are identified, being fundamentally different from the established dipolar antenna mode. This allows not only to explain the functionality of the evolutionary antennas and the split-ring antenna, but also helps to design novel plamonic cavity antennas, which lead to an enhanced focusing of light. This is proven numerically in direct comparison to a classical dipole antenna design.
The genus Ficaria is now considered to comprize eight Eurasian species. The most widespread European species is the tetraploid F. verna Huds. The present study provides evidence for the existence of two main lineages of F. verna that differ considerably in their genomic size by about 3 pg. A Western F. verna lineage west of river Rhine displays a mean genome size (2C-value) of 34.2 pg and is almost precisely codistributed with the diploid F. ambigua Boreau (20 pg) north of the Mediterranean. The remaining part of Europe appears to be occupied by the Eastern F. verna lineage solely (mean genome size of 31.3 pg) which codistributes in South-Eastern Europe with the diploid F. calthifolia Rchb. (15 pg). There is little overlap at the boundary of Western and Eastern F. verna lineages with the occurrence of a separate intermediate group in the Netherlands (mean genomic size of 33.2 pg) that appears to result from hybridization of both lineages. On the basis of these observations and further considerations we propose development of F. ambigua and F. calthifolia south of the Alps with subsequent divergence to populate their current Western and Eastern European ranges, respectively. The Western F. verna lineage is proposed to originate from autotetraploidization of F. ambigua (precursor) with moderate genomic downsizing and the Eastern F. verna lineage from auto¬tetraploidization of F. calthifolia (precursor).
Mini Unmanned Aerial Vehicles (MUAVs) are becoming popular research platform and
drawing considerable attention, particularly during the last decade due to their afford- ability and multi-dimensional applications in almost every walk of life. MUAVs have obvious advantages over manned platforms including their much lower manufacturing and operational costs, risk avoidance for human pilots, flying safely low and slow, and realization of operations that are beyond inherent human limitations. The advancement in Micro Electro-Mechanical System (MEMS) technology, Avionics and miniaturization of sensors also played a significant role in the evolution of MUAVs. These vehicles range from simple toys found at electronic supermarkets for entertainment purpose to highly sophisticated commercial platforms performing novel assignments like offshore wind power station inspection and 3D modelling of buildings etc. MUAVs are also more environment friendly as they cause less air pollution and noise. Unmanned is therefore unmatched. Recent research focuses on use of multiple inexpensive vehicles flying together, while maintaining required relative separations, to carry out the tasks efficiently compared to a single exorbitant vehicle. Redundancy also does away the risk of loss of a single whole-mission dependent vehicle. Some of the valuable applications in the domain of cooperative control include joint load transportation, search and rescue, mobile communication relays, pesticide spraying and weather monitoring etc. Though realization of multi-UAV coupled flight is complex, however obvious advantages justify
the laborious work involved...
Calcium phosphate biocements are inherently brittle materials due to their ceramic nature. Hence, currently applied cement formulations are only indicated for non-load bearing application sites. An approach to reduce cement brittleness is based on the use of cement – polymer composites, which combine the flexibility of a polymeric phase with the hardness and compression strength of a cement matrix. Here, a relatively new strategy is the use of “dual-setting” cements, in which the polymeric phase is simultaneously build up from monomers or prepolymers during cement setting. This approach largely maintains basic properties of the fresh paste such as rheology or setting time. Previous works on such dual setting cements were dealing with a radical polymerization reaction to create the polymeric network. This type of reaction requires the addition of a suitable initiator system (e.g. a tertiary amine in conjunction with ammonium peroxosulfate), which are often cytotoxic and may interfere with the cement setting conditions. The current thesis dealt with alternative strategies, in which the cross-linking and gelation of the second (polymeric or inorganic) cement phase is initiated by the chemical conditions of the setting reaction such that no additional initiator has to be added to the cement paste.
In a first approach a six armed star molecule functionalized with isocyanate groups as reactive termini (NCO–sP(EO-stat-PO)) was used to build up a hydrogel matrix, which was then subsequently mineralized with hydroxyapatite nanocrystals following the hydrolysis of incorporated -tricalcium phosphate particles. The stimulus to initiate hydrogel cross-linking are water molecules, which subsequently hydrolyzed isocyanate groups to amines, which then cross-linked with unreacted isocyanate to form urea-bonds. Here, it was possible to show the advantages features of a dual setting system in comparison to the simple combination of hydrogels with unreactive filler particles. By the formation of the cement matrix within the hydrogel a strength improvement by the factor of 30 could be observed. Furthermore, by applying a dual setting system higher mineral concentrations are realizable. The mechanical properties such as elasticity, compression strength and E-modulus of a composite with 30 wt% NCO–sP(EO-stat-PO) were found to be similar to the properties of cancellous bone.
With the motivation to develop a dual setting and resorbable cement, a brushite (CaHPO4·2H2O) forming cement was modified with a second inorganic silica based precursor. The latter was obtained by pre-hydrolysing tetraethyl orthosilicate (TEOS) under acidic conditions. This silica precursor was mixed with a cement powder composed of ß-tricalcium phosphate and monocalcium phosphate, whereas cement setting occurred by a dissolution–precipitation process to form a matrix of brushite. Simultaneously, the increase of the pH during setting from initially 1-2 to values > 4 initiated the condensation reaction of the hydrolysed TEOS. This resulted in an interpenetrating phase composite material in which the micropores of the cement were filled with the nanoporous silica gel. This resulted in a higher density and a compressive strength of 24 MPa, which is approximately 5-10 times higher than the CPC reference at the same powder to liquid ratio. The microporous character of the composites also altered the release of vancomycin as a model drug, whereby in contrast to the quantitative release from the CPC reference, approx. 25 % of the immobilised drug remained in the composite matrix. It was also observed, that a variation of the TEOS content in the composite enabled a control over cement phase composition to form either brushite, anhydrous monetite or a biphasic mixture of both. Cytocompatibility tests revealed that composites with the highest silicate content showed an increased cell proliferation compared to the silica-free brushite reference. Proliferation was found to be similar to a hydroxyapatite reference with a significant higher activity per cell. Mechanistically, the improved biological response could not be attributed to the released silicate ions, but to a decreased release of phosphate and adsorption of magnesium ions from the cell culture medium.
Finally, an investigated dual setting cement system was based on the combination of a brushite forming cement powder with an aqueous silk fibroin solution. Here, changes of both ion concentration and pH during cement setting were shown to build up an interpenetrating fibroin – brushite composite with combined properties of the elastic polymer and the rigid cement. Mechanistically, the low pH of the cement paste (2) as well as the free Ca2+ ions during setting resulted in a conformation change of the dissolved fibroin from random coil to ß-sheet structure. This leads to a rapid gelation and contraction of the fibroin phase with a self-densifying effect on the cement paste. The set composites showed typical ductile fracture behavior under dry testing conditions and a high elasticity under wet conditions with a mechanical strength nearly an order of magnitude higher than the fibroin free cement reference. Cell number and activity against MG63 cells were strongly increased on silk fibroin cement composite surfaces at later time points, which could be again attributed to a decreased ion release and adsorption compared to the fibroin free cements. This in turn slowed down the in vitro degradation of the CPC phase in such composites.
The thesis deals with the automated generation and efficient evaluation of scattering amplitudes in general relativistic quantum field theories at one-loop order in perturbation theory. At the
present time we lack signals beyond the Standard Model which, in the past, have guided the
high-energy physics community, and ultimately led to the discovery of new physics phenomena.
In the future, precision tests could acquire this guiding role by systematically probing the Standard Model and constraining Beyond the Standard Model theories. As current experimental
constraints strongly favour Standard Model-like theories, only small deviations with respect to the Standard Model are expected which need to be studied in detail. The required precision
demands one-loop corrections in all future analyses, ideally in a fully automated way, allowing
to test a variety of observables in different models and in an effective field theory approach.
In the process of achieving this goal we have developed an enhanced version of the tool
Recola and on this basis the generalization Recola2. These tools represent fully automated
tree- and one-loop-amplitude providers for the Standard Model, or in the case of Recola2
for general models. Concerning the algorithm, we use a purely numerical and fully recursive
approach allowing for extreme calculations of yet unmatched complexity. Recola has led to the first computation involving 9-point functions. Beyond the Standard Model theories and Effective Field theories are integrated into the Recola2 framework as model files. Renormalized model files are produced with the newly developed tool Rept1l, which can perform the renormalization in a fully automated way, starting from nothing but Feynman rules. In view of validation, we have extended Recola2 to new gauges such as the Background-Field Method and the class of Rxi gauges. In particular, the Background-Field Method formulation for new theories serves as an automated validation, and is very useful in practical calculations and the formulation of renormalization conditions. We have applied the system to produce the first results for Higgs-boson production in Higgs strahlung and vector-boson fusion in the Two-Higgs-Doublet Model and the Higgs-Singlet Extension of the Standard Model. All in all, we have laid the foundation for an automated generation and computation of one-loop amplitudes within a large class of phenomenologically interesting theories. Furthermore, we enable the use of our system via a very flexible and dynamic control which does not require any intermediate intervention.
Regulation of actin cytoskeletal turnover is necessary to coordinate cell movement and cell adhesion. Proteins of the Enabled/vasodilator-stimulated phosphoprotein (Ena/VASP) family are important mediators in cytoskeleton control, linking cyclic nucleotide signaling pathways to actin assembly. In mammals, the Ena/VASP family consists of mammalian Enabled (Mena), VASP, and Ena-VASP-like (EVL). The family members share a tripartite domain organization, consisting of an N-terminal Ena/VASP homology 1 (EVH1) domain, a central proline-rich region (PRR), and a C-terminal EVH2 domain. The EVH1 domain mediates binding to the focal adhesion proteins vinculin and zyxin, the PRR interacts with the actin-binding protein profilin and with Src homology 3 (SH3) domains, and the EVH2 domain mediates tetramerization and actin binding.
Endothelial cells line vessel walls and form a semipermeable barrier between blood and the underlying tissue. Endothelial barrier function depends on the integrity of cell-cell junctions and defective sealing of cell-cell contacts results in vascular leakage and edema formation. In a previous study, we could identify a novel interaction of the PRR of VASP with αII-spectrin. VASP-targeting to endothelial cell-cell contacts by interaction with the αII-spectrin SH3 domain is sufficient to initiate perijunctional actin filament assembly, which in turn stabilizes cell-cell contacts and decreases endothelial permeability. Conversely, barrier function of VASP-deficient endothelial cells and microvessels of VASP- null mice is defective, demonstrating that αII-spectrin/VASP complexes regulate endothelial barrier function in vivo.
The aim of the present study was to characterize the structural aspects of the binding of Ena/VASP proteins to αII-spectrin in more detail. These data are highly relevant to understand the cardiovascular function of VASP and its subcellular targeting. In the present study, the following points were experimentally addressed:
1. Comparison of the interaction between αII-spectrin and Mena, VASP, or EVL
In contrast to the highly conserved EVH1/EVH2 domains, the PRR is the most divergent part within the Ena/VASP proteins and may differ in binding modes and mechanisms of regulation. More specifically, VASP contains a triple GP5 motif, whereas EVL and Mena contain one or more GP6 motifs or even longer proline stretches. In the present study, we used peptide scans and competitive αII-spectrin SH3 pull-down assays with the recombinant Mena, VASP, and VASP mutants to investigate the relative binding efficiency. Our results indicate that binding of the αII-spectrin SH3 domain to GP6 motifs is superior to GP5 motifs, giving a rationale for a stronger interaction of αII-spectrin with EVL and Mena than with VASP.
2. Interaction of SH3i with Ena/VASP proteins
In the mammalian heart, an αII-spectrin splice variant exists (SH3i), which contains a 20 amino acid insertion C-terminal to the SH3 domain. We used GST-fusion proteins of αII-spectrin, comprising the SH3 domain with or without the alternatively spliced amino acids, to pull-down recombinant Mena, VASP or VASP mutants. The results demonstrate a substantially increased binding of the C-terminal extended SH3 domain as compared to the general αII-spectrin isoform without the 20 amino acid insertion. These findings were also confirmed in pull-down experiments with heart lysates and purified Mena from heart muscle. The increased binding was not due to an alternative, SH3-independent binding interface because a pointmutation of the SH3 domain (W1004R) in the alternatively spliced αII-spectrin isoform completely abrogated the interaction. To analyze the interaction of SH3i and Ena/VASP proteins in living cells, we expressed the extended SH3 domain as GFP fusion proteins in endothelial cells. Here, we observed an extensive co-localization with Mena and VASP at the leading edge of lamellipodia confirming the in vivo relevance of the interaction with potential impact on cell migration and angiogenesis.
3. Binding affinity and influence of the Ena/VASP tetramerization domain
We also determined the binding affinity of the general and the alternatively spliced αII-spectrin SH3 with Ena/VASP proteins by isothermal titration calorimetry (ITC) using a peptide from the PRR of Mena (collaboration with Dr. Stephan Feller, University of Oxford). Surprisingly, the binding affinity of the general SH3 domain was low (~900 μM) as compared to other SH3 domain- mediated interactions, which commonly display binding constants in the low micromolar range. Furthermore and in contrast to the pull-down assays, we could not detect an increased binding affinity of the C-terminally extended SH3 domain. This could be either explained by the existence of a third protein, which “bridges” the Mena/αII-spectrin complex in the pull-down assays, or, more likely, by the small size of the Mena peptide, which lacks major parts of the Mena protein, including the tetramerization domain. Indeed, it has been previously shown that the tetramerization of Ena is crucial for the interaction with the Abl- SH3 domain, although no SH3 binding sites are found in the tetramerization domain. To address this point experimentally, we used a VASP mutant that lacks the tetramerization domain in pull-down assays. Neither the general nor the alternatively spliced SH3 domain bound to the monomeric VASP, demonstrating the crucial (indirect) impact of Ena/VASP tetramerization on the interaction with αII-spectrin.
In summary, we conclude that the αII-spectrin SH3 domain binds to the proline- rich region of all Ena/VASP proteins. However, binding to EVL and Mena, which both possess one or more GP6 motifs, is substantially more efficient than VASP, which only contains GP5 motifs. The C-terminally extended SH3 domain, which is present in the αII-spectrin splice variant SH3i, binds stronger to the Ena/VASP proteins than the general isoform and expression of the isolated domain is sufficient for co-localization with Ena/VASP in living endothelial cells. Finally, the tetramerization of the Ena/VASP proteins is indispensable for the interaction with either isoform of αII-spectrin.
Within this thesis, synthetic strategies for self-assembled organic cage compounds have been developed that allow for both stimuli-responsive control over assembly/disassembly processes and spatial control over functionalization. To purposefully operate the reversible assembly of organic cages, boron-nitrogen dative bonds have been exploited for the formation of a well-defined, discrete bipyramidal organic assembly in solution. Thermodynamic association equilibria for cage formation have been investigated by Isothermal Titration Calorimetry (ITC). Temperature-dependent NMR studies revealed a reversible cage opening upon heating and quantitative reassembly upon cooling. For the spatial functionalization of organic cages, two divergent molecular building units have been designed and synthesized, namely tribenzotriquinacene derivatives possessing a terminal alkyne moiety at the apical position and a meta-diboronic acid having a pyridyl group at the 2-position. Facile access to a variety of apically functionalized tribenzotriquinacenes has been illustrated by post-synthetic modifications at the terminal alkyne group by Sonogashira cross-coupling and azide-alkyne click reactions. Finally, these apically functionalized tribenzotriquinacene building blocks have been implemented into boronate ester-based organic cage compounds showing modular exohedral functionalities.
High-throughput sequencing (HTS) has revolutionized bacterial genomics. Its unparalleled sensitivity has opened the door to analyzing bacterial evolution and population genomics, dispersion of mobile genetic elements (MGEs), and within-host adaptation of pathogens, such as Escherichia coli.
One of the defining characteristics of intestinal pathogenic E. coli (IPEC) pathotypes is a specific repertoire of virulence factors (VFs). Many of these IPEC VFs are used as typing markers in public health laboratories to monitor outbreaks and guide treatment options. Instead, extraintestinal pathogenic E. coli (ExPEC) isolates are genotypically diverse and harbor a varied set of VFs -- the majority of which also function as fitness factors (FFs) for gastrointestinal colonization.
The aim of this thesis was the genomic characterization of pathogenic and commensal E. coli with respect to their virulence- and antibiotic resistance-associated gene content as well as phylogenetic background. In order to conduct the comparative analyses, I created a database of E. coli VFs, ecoli_VF_collection, with a focus on ExPEC virulence-associated proteins (Leimbach, 2016b). Furthermore, I wrote a suite of scripts and pipelines, bac-genomics-scripts, that are useful for bacterial genomics (Leimbach, 2016a). This compilation includes tools for assembly and annotation as well as comparative genomics analyses, like multi-locus sequence typing (MLST), assignment of Clusters of Orthologous Groups (COG) categories, searching for protein homologs, detection of genomic regions of difference (RODs), and calculating pan-genome-wide association statistics.
Using these tools we were able to determine the prevalence of 18 autotransporters (ATs) in a large, phylogenetically heterogeneous strain panel and demonstrate that many AT proteins are not associated with E. coli pathotypes. According to multivariate analyses and statistics the distribution of AT variants is instead significantly dependent on phylogenetic lineages. As a consequence, ATs are not suitable to serve as pathotype markers (Zude et al., 2014).
During the German Shiga toxin-producing E. coli (STEC) outbreak in 2011, the largest to date, we were one of the teams capable of analyzing the genomic features of two isolates. Based on MLST and detection of orthologous proteins to known E. coli reference genomes the close phylogenetic relationship and overall genome similarity to enteroaggregative E. coli (EAEC) 55989 was revealed. In particular, we identified VFs of both STEC and EAEC pathotypes, most importantly the prophage-encoded Shiga toxin (Stx) and the pAA-type plasmid harboring aggregative adherence fimbriae. As a result, we could show that the epidemic was caused by an unusual hybrid pathotype of the O104:H4 serotype. Moreover, we detected the basis of the antibiotic multi-resistant phenotype on an extended-spectrum beta-lactamase (ESBL) plasmid through comparisons to reference plasmids. With this information we proposed an evolutionary horizontal gene transfer (HGT) model for the possible emergence of the pathogen (Brzuszkiewicz et al., 2011).
Similarly to ExPEC, E. coli isolates of bovine mastitis are genotypically and phenotypically highly diverse and many studies struggled to determine a positive association of putative VFs. Instead the general E. coli pathogen-associated molecular pattern (PAMP), lipopolysaccharide (LPS), is implicated as a deciding factor for intramammary inflammation. Nevertheless, a mammary pathogenic E. coli (MPEC) pathotype was proposed presumably encompassing strains more adapted to elicit bovine mastitis with virulence traits differentiating them from commensals.
We sequenced eight E. coli isolates from udder serous exudate and six fecal commensals (Leimbach et al., 2016). Two mastitis isolate genomes were closed to a finished-grade quality (Leimbach et al., 2015). The genomic sequence of mastitis-associated E. coli (MAEC) strain 1303 was used to elucidate the biosynthesis gene cluster of its O70 LPS O-antigen. We analyzed the phylogenetic genealogy of our strain panel plus eleven bovine-associated E. coli reference strains and found that commensal or MAEC could not be unambiguously allocated to specific phylogroups within a core genome tree of reference E. coli. A thorough gene content analysis could not identify functional convergence of either commensal or MAEC, instead both have only very few gene families enriched in either pathotype. Most importantly, gene content and ecoli_VF_collection analyses showed that no virulence determinants are significantly associated with MAEC in comparison to bovine fecal commensals, disproving the MPEC hypothesis. The genetic repertoire of bovine-associated E. coli, again, is dominated by phylogenetic background. This is also mostly the case for large virulence-associated E. coli gene cluster previously associated with mastitis. Correspondingly, MAEC are facultative and opportunistic pathogens recruited from the bovine commensal gastrointestinal microbiota (Leimbach et al., 2017). Thus, E. coli mastitis should be prevented rather than treated, as antibiotics and vaccines have not proven effective.
Although traditional E. coli pathotypes serve a purpose for diagnostics and treatment, it is clear that the current typing system is an oversimplification of E. coli's genomic plasticity. Whole genome sequencing (WGS) revealed many nuances of pathogenic E. coli, including emerging hybrid or heteropathogenic pathotypes. Diagnostic and public health microbiology need to embrace the future by implementing HTS techniques to target patient care and infection control more efficiently.