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The evolutionary success of insects is believed to be at least partially facilitated by symbioses between insects and prokaryotes. Bacterial endosymbionts confer various fitness advantages to their hosts, for example by providing nutrients lacking from the insects’ diet thereby enabling the inhabitation of new ecological niches. The Florida carpenter ant Camponotus floridanus harbours endosymbiotic bacteria of the genus Blochmannia. These primary endosymbionts mainly reside in the cytoplasm of bacteriocytes, specialised cells interspersed into the midgut tissue, but they were also found in oocytes which allows their vertical transmission. The social lifestyle of C. floridanus may facilitate the rapid spread of infections amongst genetically closely related animals living in huge colonies. Therefore, the ants require an immune system to efficiently combat infections while maintaining a “chronic” infection with their endosymbionts.
In order to investigate the immune repertoire of the ants, the Illumina sequencing method was used. The previously published genome sequence of C. floridanus was functionally re-annotated and 0.53% of C. floridanus proteins were assigned to the gene ontology (GO) term subcategory “immune system process”. Based on homology analyses, genes encoding 510 proteins with possible immune function were identified. These genes are involved in microbial recognition and immune signalling pathways but also in cellular defence mechanisms, such as phagocytosis and melanisation. The components of the major signalling pathways appear to be highly conserved and the analysis revealed an overall broad immune repertoire of the ants though the number of identified genes encoding pattern recognition receptors (PRRs) and antimicrobial peptides (AMPs) is comparatively low. Besides three genes coding for homologs of thioester-containing proteins (TEPs), which have been shown to act as opsonins promoting phagocytosis in other insects, six genes encoding the AMPs defesin-1 and defensin-2, hymenoptaecin, two tachystatin-like peptides and one crustin-like peptide are present in the ant genome. Although the low number of known AMPs in comparison to 13 AMPs in the honey bee Apis mellifera and 46 AMPs in the wasp Nasonia vitripennis may indicate a less potent immune system, measures summarised as external or social immunity may enhance the immune repertoire of C. floridanus, as it was discussed for other social insects. Also, the hymenoptaecin multipeptide precursor protein may be processed to yield seven possibly bioactive peptides. In this work, two hymenoptaecin derived peptides were heterologously expressed and purified. The preliminary antimicrobial activity assays indicate varying bacteriostatic effects of different hymenoptaecin derived peptides against Escherichia coli D31 and Staphylococcus aureus which suggests a functional amplification of the immune response further increasing the antimicrobial potency of the ants.
Furthermore, 257 genes were differentially expressed upon immune challenge of C. floridanus and most of the immune genes showing differential expression are involved in recognition of microbes or encode immune effectors rather than signalling components. Additionally, genes coding for proteins involved in storage and metabolism were downregulated upon immune challenge suggesting a trade-off between two energy-intensive processes in order to enhance effectiveness of the immune response. The analysis of gene expression via qRT-PCR was used for validation of the transcriptome data and revealed stage-specific immune gene regulation. Though the same tendencies of regulation were observed in larvae and adults, expression of several immune-related genes was generally more strongly induced in larvae. Immune gene expression levels depending on the developmental stage of C. floridanus are in agreement with observations in other insects and might suggest that animals from different stages revert to individual combinations of external and internal immunity upon infection.
The haemolymph proteome of immune-challenged ants further established the immune-relevance of several proteins involved in classical immune signalling pathways, e.g. PRRs, extracellularly active proteases of the Toll signalling pathway and effector molecules such as AMPs, lysozymes and TEPs. Additionally, non-canonical proteins with putative immune function were enriched in immune-challenged haemolymph, e.g. Vitellogenins, NPC2-like proteins and Hemocytin. As known from previous studies, septic wounding also leads to the upregulation of genes involved in stress responses. In the haemolymph, proteins implicated in protein stabilisation and in the protection against oxidative stress and insecticides were enriched upon immune challenge. In order to identify additional putative immune effectors, haemolymph peptide samples from immune-challenged larvae and adults were analysed. The analysis in this work focussed on the identification of putative peptides produced via the secretory pathway as previously described for neuropeptides of C. floridanus. 567 regulated peptides derived from 39 proteins were identified in the larval haemolymph, whereas 342 regulated peptides derived from 13 proteins were found in the adult haemolymph. Most of the peptides are derived from hymenoptaecin or from putative uncharacterised proteins. One haemolymph peptide of immune-challenged larvae comprises the complete amino acid sequence of a predicted peptide derived from a Vitellogenin. Though the identified peptide lacks similarities to any known immune-related peptide, it is a suitable candidate for further functional analysis.
To establish a stable infection with the endosymbionts, the bacteria have to be transmitted to the next generation of the ants. The vertical transmission of B. floridanus is guaranteed by bacterial infestation of oocytes. This work presents the first comprehensive and detailed description of the localisation of the bacterial endosymbionts in C. floridanus ovaries during oogenesis. Whereas the most apical part of the germarium, which contains the germ-line stem cells, is not infected by the bacteria, small somatic cells in the outer layers of each ovariole were found to be infected in the lower germarium. Only with the beginning of cystocyte differentiation, endosymbionts are exclusively transported from follicle cells into the growing oocytes, while nurse cells were never infected with B. floridanus. This infestation of the oocytes by bacteria very likely involves exocytosis-endocytosis processes between follicle cells and the oocytes. A previous study suggested a down-modulation of the immune response in the midgut tissue which may promote endosymbiont tolerance. Therefore, the expression of several potentially relevant immune genes was analysed in the ovarial tissue by qRT-PCR. The relatively low expression of genes involved in Toll and IMD signalling, and the high expression of genes encoding negative immune regulators, such as PGRP-LB, PGRP-SC2, and tollip, strongly suggest that a down-modulation of the immune response may also facilitate endosymbiont tolerance in the ovaries and thereby contribute to their vertical transmission.
Overall, the present thesis improves the knowledge about the immune repertoire of C. floridanus and provides new candidates for further functional analyses. Moreover, the involvement of the host immune system in maintaining a “chronic” infection with symbiotic bacteria was confirmed and extended to the ovaries.
Eclosion is the emergence of an adult insect from the pupal case at the end of development. In the fruit fly Drosophila melanogaster, eclosion is a circadian clock-gated event and is regulated by various peptides. When studied on the population level, eclosion reveals a clear rhythmicity with a peak at the beginning of the light-phase that persists also under constant conditions. It is a long standing hypothesis that eclosion gating to the morning hours with more humid conditions is an adaption to reduce water loss and increase the survival. Eclosion behavior, including the motor pattern required for the fly to hatch out of the puparium, is orchestrated by a well-characterized cascade of peptides. The main components are ecdysis-triggering hormone (ETH), eclosion hormone (EH) and crustacean cardioactive peptide (CCAP). The molt is initiated by a peak level and pupal ecdysis by a subsequent decline of the ecdysteroid ecdysone. Ecdysteroids are produced by the prothoracic gland (PG), an endocrine tissue that contains a peripheral clock and degenerates shortly after eclosion. Production and release of ecdysteroids are regulated by the prothoracicotropic hormone (PTTH).
Although many aspects of the circadian clock and the peptidergic control of the eclosion behavior are known, it still remains unclear how both systems are interconnected. The aim of this dissertation research was to dissect this connection and evaluate the importance of different Zeitgebers on eclosion rhythmicity under natural conditions.
Potential interactions between the central clock and the peptides regulating ecdysis motor behavior were evaluated by analyzing the influence of CCAP on eclosion rhythmicity. Ablation and silencing of CCAP neurons, as well as CCAP null-mutation did not affect eclosion rhythmicity under either light or temperature entrainment nor under natural conditions.
To dissect the connection between the central and the peripheral clock, PTTH neurons were ablated. Monitoring eclosion under light and temperature entrainment revealed that eclosion became arrhythmic under constant conditions. However, qPCR expression analysis revealed no evidence for cycling of Ptth mRNA in pharate flies. To test for a connection with pigment-dispersing factor (PDF)-expressing neurons, the PDF receptor (PDFR) and short neuropeptide F receptor (sNPFR) were knocked down in the PTTH neurons. Knockdown of sNPFR, but not PDFR, resulted in arrhythmic eclosion under constant darkness conditions. PCR analysis of the PTTH receptor, Torso, revealed its expression in the PG and the gonads, but not in the brain or eyes, of pharate flies. Knockdown of torso in the PG lead to arrhythmicity under constant conditions, which provides strong evidence for the specific effect of PTTH on the PG. These results suggest connections from the PDF positive lateral neurons to the PTTH neurons via sNPF signaling, and to the PG via PTTH and Torso. This interaction presumably couples the period of the peripheral clock in the PG to that of the central clock in the brain.
To identify a starting signal for eclosion and possible further candidates in the regulation of eclosion behavior, chemically defined peptidergic and aminergic neurons were optogenetically activated in pharate pupae via ChR2-XXL. This screen approach revealed two candidates for the regulation of eclosion behavior: Dromyosuppressin (DMS) and myo-inhibitory peptides (MIP). However, ablation of DMS neurons did not affect eclosion rhythmicity or success and the exact function of MIP must be evaluated in future studies.
To assess the importance of the clock and of possible Zeitgebers in nature, eclosion of the wildtype Canton S and the clock mutant per01 and the PDF signaling mutants pdf01 and han5304 was monitored under natural conditions. For this purpose, the Würzburg eclosion monitor (WEclMon) was developed, which is a new open monitoring system that allows direct exposure of pupae to the environment. A general decline of rhythmicity under natural conditions compared to laboratory conditions was observed in all tested strains. While the wildtype and the pdf01 and han5304 mutants stayed weakly rhythmic, the per01 mutant flies eclosed mostly arrhythmic. PDF and its receptor (PDFR encoded by han) are required for the synchronization of the clock network and functional loss can obviously be compensated by a persisting synchronization to external Zeitgebers. The loss of the central clock protein PER, however, lead to a non-functional clock and revealed the absolute importance of the clock for eclosion rhythmicity. To quantitatively analyze the effect of the clock and abiotic factors on eclosion rhythmicity, a statistical model was developed in cooperation with Oliver Mitesser and Thomas Hovestadt. The modelling results confirmed the clock as the most important factor for eclosion rhythmicity. Moreover, temperature was found to have the strongest effect on the actual shape of the daily emergence pattern, while light has only minor effects. Relative humidity could be excluded as Zeitgeber for eclosion and therefore was not further analyzed.
Taken together, the present dissertation identified the so far unknown connection between the central and peripheral clock regulating eclosion. Furthermore, a new method for the analysis of eclosion rhythms under natural conditions was established and the necessity of a functional clock for rhythmic eclosion even in the presence of multiple Zeitgebers was shown.
A large fraction of human tumors exhibits aberrant expression of the oncoprotein MYC. As a transcription factor regulating various cellular processes, MYC is also crucially involved in normal development. Direct targeting of MYC has been a major challenge for molecular cancer drug discovery. The proof of principle that its inhibition is nevertheless feasible came from in vivo studies using a dominant-negative allele of MYC termed OmoMYC. Systemic expression of OmoMYC triggered long-term tumor regression with mild and fully reversible side effects on normal tissues.
In this study, OmoMYC’s mode of action was investigated combining methods of structural biology and functional genomics to elucidate how it is able to preferentially affect oncogenic functions of MYC.
The crystal structure of the OmoMYC homodimer, both in the free and the E-box-bound state, was determined, which revealed that OmoMYC forms a stable homodimer, and as such, recognizes DNA via the same base-specific DNA contacts as the MYC/MAX heterodimer. OmoMYC binds DNA with an equally high affinity as MYC/MAX complexes. RNA-sequencing showed that OmoMYC blunts both MYC-dependent transcriptional activation and repression. Genome-wide DNA-binding studies using chromatin immunoprecipitation followed by high-throughput sequencing revealed that OmoMYC competes with MYC/MAX complexes on chromatin, thereby reducing their occupancy at consensus DNA binding sites. The most prominent decrease in MYC binding was seen at low-affinity promoters, which were invaded by MYC at oncogenic levels. Strikingly, gene set enrichment analyses using OmoMYC-regulated genes enabled the identification of tumor subgroups with high MYC levels in multiple tumor entities. Together with a targeted shRNA screen, this identified novel targets for the eradication of MYC-driven tumors, such as ATAD3A, BOP1, and ADRM1.
In summary, the findings suggest that OmoMYC specifically inhibits tumor cell growth by attenuating the expression of rate-limiting proteins in cellular processes that respond to elevated levels of MYC protein using a DNA-competitive mechanism. This opens up novel strategies to target oncogenic MYC functions for tumor therapy.
In this work the successful synthesis, the linear and nonlinear spectroscopic properties as well as the electrochemical behaviour of some linear and star-shaped squaraine superchromophores that are based on indolenine derivatives were presented. The attempt to synthesise similar chromophores which contained only benzothiazole squaraines failed unfortunately. However, one trimer that contained mixed benzothiazole indolenine squaraines could be synthesised and investigated as well.
The linear spectroscopic properties, like red-shift and broadening of the absorption, of all superchromophores could be explained by exciton coupling theory. The heterochromophores (SQA)2(SQB)-N, (SQA)(SQB)2-N and (SQA)(SQB)-NH displayed additional to the typical squaraine fluorescence from the lowest excited state some properties that could be assigned to localised states. While the chromophores with N-core showed very small emission quantum yields, the chromophores with the other cores and the linear oligomers display an enhancement compared to the monomers.
Transient absorption spectroscopy experiments of the star-shaped superchromophores showed, that their formally degenerated S1 states are split due to a deviation of the ideal C3 symmetry. This is also the reason for the observation of an absorption band for the highest exciton state, which is derived from the S1-state of the monomers, as its transition-dipole moment would be zero in the symmetrical case.
The linear oligomers and the star-shaped superchromophores with a benzene or triarylamine core showed at least additive, sometimes even weak cooperative, behaviour in the two-photon absorption experiments. Additional to higher two-photon absorption cross sections the chromophores showed a pronounced broadening of the nonlinear absorption, due to symmetry breaking and a higher density of states.
Unfortunately it was not possible to solve the problem of the equilibrium of the cisoid and the transoid structure of donor substituted azulene squaraines, due to either instability of the squaraines or steric hindrance.
With 9.6 million new cases and 1.5 million deaths in 2014, tuberculosis (TB) is alongside with AIDS the most deadly infection. Foremost, the increased prevalence of resistant strains of M. tuberculosis among the TB-infected population represents a serious thread. Hence, in the last decades, novel drug targets have been investigated worldwide. So far a relatively unexplored target is the cell wall enzyme β-ketoacyl-ACP-synthase “KasA”, which plays a crucial role in maintaining the membrane impermeability and hence the cell ability to resist to the immune response and drug therapy. KasA is a key enzyme in the fatty acid synthase “FAS-II” elongation cycle, responsible for the extension of the growing acyl chain within the biosynthesis of precursors for the most hydrophobic constituents of the cell wall – mycolic acids. Design of the novel KasA inhibitors, performed in the research group of Prof. Sotriffer by C. Topf and B. Schaefer, was based on the recently published crystal structure of KasA in complex with its known inhibitor thiolactomycin (TLM). Considering the essential ligand-enzyme interactions, a pharmacophore model was built and applied in the virtual screening of a modified ZINC database. Selected hits with the best in silico affinity data have been reported by Topf and Schaefer.
In this work, two of the obtained hits were synthesized and their structure was systematically varied. First, a virtual screening hit, chromone-2-carboxamide derivative GS-71, was modified in the amide part. Since the most of the products possessed a very low solubility in the aqueous buffer medium used in biological assays, polar groups (nitro, succinamidyl and trimethyl-amino substituent in position 6 of the chromone ring or hydroxyl group on the benzene ring in the amide part have been inserted to the molecule. Further variations yielded diaryl ketones, diaryl ketone bearing a succinamidyl substituent, carboxamide bearing a methylpiperazinyl-4-oxobutanamido group and methyl-malonyl ester amides. Basically, the essential structural features necessary for the ligand-enzyme interactions have been maintained. The latter virtual screening hit, a pyrimidinone derivative VS-8 was synthesized and the structure was modified by substitution in positions 2, 4, 5 and 6 of the pyrimidine ring. Due to autofluorescence, detected in most of the products, this model structure was not further varied.
Simultaneously, experiments on solubilization of the first chromone-2-carboxamides with cyclodextrins, cyclic oligosacharides known to form water-soluble inclusion complexes, were performed. Although the assessed solubility of the chromone 3b/DIMEB (1:3) mixture exceeded 14-fold the intrinsic one, the achieved 100 µM solubility was still not sufficient to be used as a stock solution in the binding assay. The experiments with cyclodextrin in combination with DMSO were ineffective. Owing to high material costs necessary for the appropriate cyclodextrin amounts, the aim focused on structural modification of the hydrophobic products.
Precise structural data have been obtained from the solved crystal structures of three chromone derivatives: the screening hit GS-71 (3b), its trimethylammonium salt (18) and 6-nitro-substituted N-benzyl-N-methyl-chromone-2-carboxamide (9i). The first two compounds are nearly planar with an anti-/trans-rotamer configuration. In the latter structure, the carboxamide bridge is bent out of the chromone plane, showing an anti-rotamer, too. Considering the relatively low partition coefficient of compound 3b (cLogP = 2.32), the compound planarity and correlating tight molecular packing might be the factors significantly affecting its poor solubility.
Regarding the biological results of the chromone-based compounds, similar structure-activity correlations could be drawn from the binding assay and the whole cell activity testing on M. tuberculosis. In both cases, the introduction of a nitro group to position 6 of the chromone ring and the presence of a flexible substituent in the amide part showed a positive effect. In the binding study, the nitro group at position 4 on the N-benzyl residue was of advantage, too. The highest enzyme affinity was observed for N-(4-nitrobenzyl)-chromone-2-carboxamide 4c (KD = 34 µM), 6-nitro substituted N-benzyl-chromone-2-carboxamide 9g (KD = 40 µM) and 6‑nitro-substituted N-(4-nitrobenzyl)-chromone-2-carboxamide 9j (KD = 31 µM), which could not be attributed to the fluorescence quenching potential of the nitro group. The assay interference potential of chromones, due to a covalent binding on the enzyme sulfhydryl groups, was found to be negligible at the assay conditions. Moderate in vivo activity was detected for 6‑nitro-substituted N-benzyl-chromone-2-carboxamide 9g and its N-benzyl-N-methyl-, N‑furylmethyl-, N-cyclohexyl- and N-cyclohexylmethyl derivatives 9i, 9d, 9e, 9f, for which MIC values 20 – 40 µM were assessed. Cytotoxicity was increased in the N‑cyclohexylmethyl derivative only. None of the pyrimidine-based compounds showed activity in vivo. The affinity of the model structure, VS-8, surpassed with KD = 97 µM the assessed affinity of TLM (KD = 142 µM).
Since for the model chromone compound GS-71 no reliable KasA binding data could be obtained, a newly synthesized chromone derivative 9i was docked into the KasA binding site, in order to derive correlation between the in silico and in vitro assessed affinity. For the 6‑nitro-derivative 9i a moderate in vivo activity on M. tuberculosis was obtained. The in silico predicted pKi values for TLM and 9i were higher than the corresponding in vitro results, maintaining though a similar tendency, i.e., the both affinity values for compound 9i (pKi predicted = 6.64, pKD experimental = 4.02) surpassed those obtained for TLM (pKi predicted = 5.27, pKD experimental = 3.84). Nevertheless, the experimental pKD values are considered preliminary results.
The binding assay method has been improved in order to acquire more accurate data. Owing to the method development, limited enzyme batches and solubility issues, only selected compounds could be evaluated. The best hits, together with the compounds active on the whole cells of M. tuberculosis, will be submitted to the kinetic enzyme assay, in order to confirm the TLM-like binding mechanism. Regarding the in vivo testing results, no correlations could be drawn between the predicted membrane permeability values and the experimental data, as for the most active compounds 9e and 9f, a very low permeability was anticipated (0.4 and 0.7 %, respectively). Further biological tests would be required to investigate the action- or transport mode.
Amyotrophic lateral sclerosis and spinal muscular atrophy are the two most common motoneuron diseases. Both are characterized by destabilization of axon terminals, axon degeneration and alterations in neuronal cytoskeleton. Accumulation of neurofilaments has been observed in several neurodegenerative diseases but the mechanisms how elevated neurofilament levels destabilize axons are unknown so far. Here, I show that increased neurofilament expression in motor nerves of pmn mutant mice causes disturbed microtubule dynamics. Depletion of neurofilament by Nefl knockout increases the number and regrowth of microtubules in pmn mutant motoneurons and restores axon elongation. This effect is mediated by interaction of neurofilament with the stathmin complex. Depletion of neurofilament increases stathmin-Stat3 interaction and stabilizes the microtubules. Consequently, the axonal maintenance is improved and the pmn mutant mice survive longer. We propose that this mechanism could also be relevant for other neurodegenerative diseases in which neurofilament accumulation is a prominent feature.
Next, using Smn-/-;SMN2 mouse as a model, the molecular mechanism behind synapse loss in SMA is studied. SMA is characterized by degeneration of lower α-motoneurons in spinal cord; however, how reduction of ubiquitously expressed SMN leads to MN-specific degeneration remains unclear. SMN is involved in pre-mRNA splicing (Pellizzoni, Kataoka et al. 1998) and its deficiency in SMA affects the splicing machinery. Neuromuscular junction denervation precedes neurodegeneration in SMA. However, there is no evidence of a link between aberrant splicing of transcripts downstream of Smn and reduced presynaptic axon excitability observed in SMA. In this study, we observed that expression and splicing of Nrxn2, that encodes a presynaptic protein is affected in the SMA mouse and that Nrxn2 could be a candidate that relates aberrant splicing to synaptic motoneuron defects in SMA.
Time-resolved spectroscopy allows for analyzing light-induced energy conversion and
chromophore–chromophore interactions in molecular systems, which is a prerequisite in
the design of new materials and for improving the efficiency of opto-electronic devices.
To elucidate photo-induced dynamics of complex molecular systems, transient absorption
(TA) and coherent two-dimensional (2D) spectroscopy were employed and combined
with additional experimental techniques, theoretical approaches, and simulation models
in this work.
A systematic series of merocyanines, synthetically varied in the number of chromophores
and subsitution pattern, attached to a benzene unit was investigated in cooperation with
the group of Prof. Dr. Frank Würthner at the University of Würzburg. The global analysis
of several TA experiments, and additional coherent 2D spectroscopy experiments, provided
the basis to elaborate a relaxation scheme which was applicable for all merocyanine
systems under investigation. This relaxation scheme is based on a double minimum on the
excited-state potential energy surface. One of these minima is assigned to an intramolecular
charge-transfer state which is stabilized in the bis- and tris-chromophoric dyes by
chromphore–chromophore interactions, resulting in an increase in excited-state lifetime.
Electro-optical absorption and density functional theory (DFT) calculations revealed a
preferential chromophore orientation which compensates most of the dipole moment of
the individual chromophores. Based on this structural assignment the conformationdependent
exciton energy splitting was calculated. The linear absorption spectra of the
multi-chromophoric merocyanines could be described by a combination of monomeric and
excitonic spectra.
Subsequently, a structurally complex polymeric squaraine dye was studied in collaboration
with the research groups of Prof. Dr. Christoph Lambert and Prof. Dr. Roland Mitric
at the University of Würzburg. This polymer consists of a superposition of zigzag and
helix structures depending on the solvent. High-level DFT calculations confirmed the previous
assignment that zigzag and helix structures can be treated as J- and H-aggregates,
respectively. TA experiments revealed that in dependence on the solvent as well as the
excitation energy, ultrafast energy transfer within the squaraine polymer proceeds from
initially excited helix segments to zigzag segments or vice versa. Additionally, 2D spectroscopy
confirmed the observed sub-picosecond dynamics. In contrast to other conjugated
polymers such as MEH-PPV, which is investigated in the last chapter, ultrafast
energy transfer in squaraine polymers is based on the matching of the density of states
between donor and acceptor segments due to the small reorganization energy in cyanine-like
chromophores.
Finally, the photo-induced dynamics of the aggregated phase of the conjugated polymer
MEH-PPV was investigated in cooperation with the group of Prof. Dr. Anna Köhler at the University of Bayreuth. Our collaborators had previously described the aggregation of MEH-PPV upon cooling by the formation of so-called HJ-aggregates based on exciton
theory. By TA measurements and by making use of an affiliated band analysis distinct
relaxation processes in the excited state and to the ground state were discriminated. By
employing 2D spectroscopy the energy transfer between different conjugated segments
within the aggregated polymer was resolved. The initial exciton relaxation within the
aggregated phase indicates a low exciton mobility, in contrast to the subsequent energy
transfer between different chromophores within several picoseconds.
This work contributes by its systematic study of structure-dependent relaxation dynamics
to the basic understanding of the structure-function relationship within complex
molecular systems. The investigated molecular classes display a high potential to increase
efficiencies of opto-electronic devices, e.g., organic solar cells, by the selective choice of
the molecular morphology.
Neisseria meningitidis is a commensal bacterium which sometimes causes serious disease in humans. Recent studies in numerous human pathogenic bacteria have shown that the stringent response contributes to bacterial virulence. Therefore, this study analyzed the regulation of the stringent response in meningococci and in particular of RelA as well as its contribution to ex vivo fitness in a strain- and condition- dependent manner by using the carriage strain α522 and the hyperinvasive strain MC58 in different in vitro and ex vivo conditions.
Growth experiments revealed that both wild-type strains were almost indistinguishable in their ex vivo phenotypes. However, quantitative real time PCR (qRT-PCR) found differences in the gene expression of relA between both strains. Furthermore, in contrast to the MC58 RelA mutant strain α522 deficient in RelA was unable to survive in human whole blood, although both strains showed the same ex vivo phenotypes in saliva and cerebrospinal fluid. Moreover, strain α522 was depended on a short non-coding AT-rich repeat element (ATRrelA) in the promoter region of relA to survive in human blood. Furthermore, cell culture experiments with human epithelial cells revealed that in both strains the deletion of relA resulted in a significantly decreased invasion rate while not significantly affecting adhesion. In order to better understand the conditional lethality of the relA deletion, computational and experimental analyses were carried out to unravel differences in amino acid biosynthetic pathways between both strains. Whereas strain MC58 is able to synthesize all 20 amino acids, strain α522 has an auxotrophy for cysteine and glutamine. In addition, the in vitro growth experiments found that RelA is required for growth in the absence of external amino acids in both strains. Furthermore, the mutant strain MC58 harboring an ATRrelA in its relA promoter region showed improved growth in minimal medium supplemented with L-cysteine and/or L-glutamine compared to the wild-type strain. Contrary, in strain α522 no differences between the wild-type and the ATRrelA deletion mutant were observed.
Together this indicates that ATRrelA interferes with the complex regulatory interplay between the stringent response pathway and L-cysteine as well as L-glutamine metabolism. It further suggests that meningococcal virulence is linked to relA in a strain- and condition- depended manner. In conclusion, this work highlighted the role of the stringent response and of non-coding regulatory elements for bacterial virulence and indicates that virulence might be related to the way how meningococci accomplish growth within the host environments.
The microbial communities that live inside the human gastrointestinal tract -the human gut
microbiome- are important for host health and wellbeing. Characterizing this new “organ”,
made up of as many cells as the human body itself, has recently become possible through
technological advances. Metagenomics, the high-throughput sequencing of DNA directly from
microbial communities, enables us to take genomic snapshots of thousands of microbes living
together in this complex ecosystem, without the need for isolating and growing them.
Quantifying the composition of the human gut microbiome allows us to investigate its
properties and connect it to host physiology and disease. The wealth of such connections was
unexpected and is probably still underestimated. Due to the fact that most of our dietary as well
as medicinal intake affects the microbiome and that the microbiome itself interacts with our
immune system through a multitude of pathways, many mechanisms have been proposed to
explain the observed correlations, though most have yet to be understood in depth.
An obvious prerequisite to characterizing the microbiome and its interactions with the host is
the accurate quantification of its composition, i.e. determining which microbes are present and
in what numbers they occur. Historically, standard practices have existed for sample handling,
DNA extraction and data analysis for many years. However, these were generally developed for
single microbe cultures and it is not always feasible to implement them in large scale
metagenomic studies. Partly because of this and partly because of the excitement that new
technology brings about, the first metagenomic studies each took the liberty to define their own
approach and protocols. From early meta-analysis of these studies it became clear that the
differences in sample handling, as well as differences in computational approaches, made
comparisons across studies very difficult. This restricts our ability to cross-validate findings of
individual studies and to pool samples from larger cohorts. To address the pressing need for
standardization, we undertook an extensive comparison of 21 different DNA extraction methods
as well as a series of other sample manipulations that affect quantification. We developed a
number of criteria for determining the measurement quality in the absence of a mock
community and used these to propose best practices for sampling, DNA extraction and library
preparation. If these were to be accepted as standards in the field, it would greatly improve
comparability across studies, which would dramatically increase the power of our inferences
and our ability to draw general conclusions about the microbiome.
Most metagenomics studies involve comparisons between microbial communities, for example
between fecal samples from cases and controls. A multitude of approaches have been proposed
to calculate community dissimilarities (beta diversity) and they are often combined with
various preprocessing techniques. Direct metagenomics quantification usually counts
sequencing reads mapped to specific taxonomic units, which can be species, genera, etc. Due to
technology-inherent differences in sampling depth, normalizing counts is necessary, for
instance by dividing each count by the sum of all counts in a sample (i.e. total sum scaling), or by
subsampling. To derive a single value for community (dis-)similarity, multiple distance
measures have been proposed. Although it is theoretically difficult to benchmark these
approaches, we developed a biologically motivated framework in which distance measures can
be evaluated. This highlights the importance of data transformations and their impact on the
measured distances.
Building on our experience with accurate abundance estimation and data preprocessing
techniques, we can now try and understand some of the basic properties of microbial
communities. In 2011, it was proposed that the space of genus level variation of the human gut
microbial community is structured into three basic types, termed enterotypes. These were
described in a multi-country cohort, so as to be independent of geography, age and other host
properties. Operationally defined through a clustering approach, they are “densely populated
areas in a multidimensional space of community composition”(source) and were proposed as a
general stratifier for the human population. Later studies that applied this concept to other
datasets raised concerns about the optimum number of clusters and robustness of the
clustering approach. This heralded a long standing debate about the existence of structure and
the best ways to determine and capture it. Here, we reconsider the concept of enterotypes, in
the context of the vastly increased amounts of available data. We propose a refined framework
in which the different types should be thought of as weak attractors in compositional space and
we try to implement an approach to determining which attractor a sample is closest to. To this
end, we train a classifier on a reference dataset to assign membership to new samples. This way,
enterotypes assignment is no longer dataset dependent and effects due to biased sampling are
minimized. Using a model in which we assume the existence of three enterotypes characterized
by the same driver genera, as originally postulated, we show the relevance of this stratification
and propose it to be used in a clinical setting as a potential marker for disease development.
Moreover, we believe that these attractors underline different rules of community assembly and
we recommend they be accounted for when analyzing gut microbiome samples.
While enterotypes describe structure in the community at genus level, metagenomic sequencing
can in principle achieve single-nucleotide resolution, allowing us to identify single nucleotide
polymorphisms (SNPs) and other genomic variants in the gut microbiome. Analysis
methodology for this level of resolution has only recently been developed and little exploration
has been done to date. Assessing SNPs in a large, multinational cohort, we discovered that the
landscape of genomic variation seems highly structured even beyond species resolution,
indicating that clearly distinguishable subspecies are prevalent among gut microbes. In several
cases, these subspecies exhibit geo-stratification, with some subspecies only found in the
Chinese population. Generally however, they present only minor dispersion limitations and are
seen across most of our study populations. Within one individual, one subspecies is commonly
found to dominate and only rarely are several subspecies observed to co-occur in the same
ecosystem. Analysis of longitudinal data indicates that the dominant subspecies remains stable
over periods of more than three years. When interrogating their functional properties we find
many differences, with specific ones appearing relevant to the host. For example, we identify a
subspecies of E. rectale that is lacking the flagellum operon and find its presence to be
significantly associated with lower body mass index and lower insulin resistance of their hosts;
it also correlates with higher microbial community diversity. These associations could not be
seen at the species level (where multiple subspecies are convoluted), which illustrates the
importance of this increased resolution for a more comprehensive understanding of microbial
interactions within the microbiome and with the host.
Taken together, our results provide a rigorous basis for performing comparative metagenomics
of the human gut, encompassing recommendations for both experimental sample processing
and computational analysis. We furthermore refine the concept of community stratification into
enterotypes, develop a reference-based approach for enterotype assignment and provide
compelling evidence for their relevance. Lastly, by harnessing the full resolution of
metagenomics, we discover a highly structured genomic variation landscape below the
microbial species level and identify common subspecies of the human gut microbiome. By
developing these high-precision metagenomics analysis tools, we thus hope to contribute to a
greatly improved understanding of the properties and dynamics of the human gut microbiome.
Due to their potential application for quantum computation, quantum dots have attracted a lot of interest in recent years. In these devices single electrons can be captured, whose spin can be used to define a quantum bit (qubit). However, the information stored in these quantum bits is fragile due to the interaction of the electron spin with its environment. While many of the resulting problems have already been solved, even on the experimental side, the hyperfine interaction between the nuclear spins of the host material and the electron spin in their center remains as one of the major obstacles. As a consequence, the reduction of the number of nuclear spins is a promising way to minimize this effect. However, most quantum dots have a fixed number of nuclear spins due to the presence of group III and V elements of the periodic table in the host material. In contrast, group IV elements such as carbon allow for a variable size of the nuclear spin environment through isotopic purification. Motivated by this possibility, we theoretically investigate the physics of the central spin model in carbon based quantum dots. In particular, we focus on the consequences of a variable number of nuclear spins on the decoherence of the electron spin in graphene quantum dots.
Since our models are, in many aspects, based upon actual experimental setups, we provide an overview of the most important achievements of spin qubits in quantum dots in the first part of this Thesis. To this end, we discuss the spin interactions in semiconductors on a rather general ground. Subsequently, we elaborate on their effect in GaAs and graphene, which can be considered as prototype materials. Moreover, we also explain how the central spin model can be described in terms of open and closed quantum systems and which theoretical tools are suited to analyze such models.
Based on these prerequisites, we then investigate the physics of the electron spin using analytical and numerical methods. We find an intriguing thermal flip of the electron spin using standard statistical physics. Subsequently, we analyze the dynamics of the electron spin under influence of a variable number of nuclear spins. The limit of a large nuclear spin environment is investigated using the Nakajima-Zwanzig quantum master equation, which reveals a decoherence of the electron spin with a power-law decay on short timescales. Interestingly, we find a dependence of the details of this decay on the orientation of an external magnetic field with respect to the graphene plane. By restricting to a small number of nuclear spins, we are able to analyze the dynamics of the electron spin by exact diagonalization, which provides us with more insight into the microscopic details of the decoherence. In particular, we find a fast initial decay of the electron spin, which asymptotically reaches a regime governed by small fluctuations around a finite long-time average value. Finally, we analytically predict upper bounds on the size of these fluctuations in the framework of quantum thermodynamics.