Refine
Has Fulltext
- yes (35)
Is part of the Bibliography
- yes (35)
Year of publication
Document Type
- Doctoral Thesis (32)
- Journal article (2)
- Master Thesis (1)
Language
- English (35) (remove)
Keywords
- Angiogenese (2)
- Biofilm (2)
- Cancer (2)
- Immunotherapy (2)
- Tissue Engineering (2)
- microbiome (2)
- 3D (1)
- 3D Tumormodell (1)
- 3D tumour model (1)
- ADHD (1)
Institute
- Fakultät für Biologie (35) (remove)
Sonstige beteiligte Institutionen
EU-Project number / Contract (GA) number
Desert ants of the genus Cataglyphis (Formicinae) are widely distributed in arid
areas of the palearctic ecozone. Their habitats range from relatively cluttered environments in the Mediterranean area to almost landmark free deserts. Due to their
sophisticated navigational toolkit, mainly based on the sky-compass, they were
studied extensively for the last 4 decades and are an exceptional model organism
for navigation. Cataglyphis ants exhibit a temporal polyethism: interior workers
stay inside the dark nest and serve as repletes for the first ∼2 weeks of their adult
life (interior I). They then switch to nursing and nest maintenance (interior II)
until they transition to become day-active outdoor foragers after ∼4 weeks. The
latter switch in tasks involves a transition phase of ∼2-3 days during which the
ants perform learning and orientation walks. Only after this last phase do the ants
start to scavenge for food as foragers.
In this present thesis I address two main questions using Cataglyphis desert ants
as a model organism:
1. What are the underlying mechanisms of temporal polyethism?
2. What is the neuronal basis of sky-compass based navigation in Cataglyphis
ants?
Neuropeptides are important regulators of insect physiology and behavior and as
such are promising candidates regarding the regulation of temporal polyethism in
Cataglyphis ants. Neuropeptides are processed from large precursor proteins and undergo substantial post-translational modifications. Therefore, it is crucial to biochemically identify annotated peptides. As hardly any peptide data are available
for ants and no relevant genomic data has been recorded for Cataglyphis, I started
out to identify the neuropeptidome of adult Camponotus floridanus (Formicinae)
workers (manuscript 1). This resulted in the first neuropeptidome described in an
ant species – 39 neuropeptides out of 18 peptide families. Employing a targeted
approach, I identified allatostatin A (AstA), allatotropin (AT), short neuropeptide
F (sNPF) and tachykinin (TK) using mass spectrometry and immunohistology to
investigate the distribution of AstA, AT and TK in the brain (manuscript 2). All
three peptides are localized in the central complex, a brain center for sensory integration and high-order control of locomotion behavior. In addition, AstA and
TK were also found in visual and olfactory input regions and in the mushroom
bodies, the centers for learning and memory formation. Comparing the TK immunostaining in the brain of 1, 7 and 14 days old dark kept animals revealed that
the distribution in the central complex changes, most prominently in the 14 day
old group. In the Drosophila central complex TK modulates locomotor activity
levels. I therefore hypothesize that TK is involved in the internal regulation of the
interior I–interior II transition which occurs after ∼2 weeks of age.
I designed a behavioral setup to test the effect of neuropeptides on the two traits:
’locomotor activity level’ and ’phototaxis’ (manuscript 3). The test showed that
interior I ants are less active than interior II ants, which again are less active
than foragers. Furthermore, interior ants are negatively phototactic compared to
a higher frequency of positive phototaxis in foragers. Testing the influence of AstA
and AT on the ants’ behavior revealed a stage-specific effect: while interior I behavior is not obviously influenced, foragers become positively phototactic and more
active after AT injection and less active after AstA injection. I further tested the
effect of light exposure on the two behavioral traits of interior workers and show that it rises locomotor activity and results in decreased negative phototaxis in
interior ants. However, both interior stages are still more negatively phototactic
than foragers and only the activity level of interior II ants is raised to the forager
level. These results support the hypothesis that neuropeptides and light influence
behavior in a stage-specific manner.
The second objective of this thesis was to investigate the neuronal basis of skycompass navigation in Cataglyphis (manuscript 4). Anatomical localization of the
sky-compass pathway revealed that its general organization is highly similar to
other insect species. I further focused on giant synapses in the lateral complex,
the last relay station before sky-compass information enters the central complex.
A comparison of their numbers between newly eclosed ants and foragers discloses
a rise in synapse numbers from indoor worker to forager, suggesting task-related
synaptic plasticity in the sky-compass pathway. Subsequently I compared synapse
numbers in light preexposed ants and in dark-kept, aged ants. This experiment
showed that light as opposed to age is necessary and sufficient to trigger this rise
in synapse number. The number of newly formed synapses further depends on the
spectral properties of the light to which the ants were exposed to.
Taken together, I described neuropeptides in C. floridanus and C. fortis, and provided first evidence that they influence temporal polyethism in Cataglyphis ants.
I further showed that the extent to which neuropeptides and light can influence
behavior depends on the animals’ state, suggesting that the system is only responsive under certain circumstances. These results provided first insight into the
neuronal regulation of temporal polyethism in Cataglyphis. Furthermore, I characterized the neuronal substrate for sky-compass navigation for the first time in
Cataglyphis. The high level of structural synaptic plasticity in this pathway linked
to the interior–forager transition might be particularly relevant for the initial calibration of the ants’ compass system.
Biological systems such as cells or whole organisms are governed by complex regulatory networks of transcription factors, hormones and other regulators which determine the behavior of the system depending on internal and external stimuli. In mathematical models of these networks, genes are represented by interacting “nodes” whose “value” represents the activity of the gene.
Control processes in these regulatory networks are challenging to elucidate and quantify. Previous control centrality metrics, which aim to mathematically capture the ability of individual nodes to control biological systems, have been found to suffer from problems regarding biological plausibility.
This thesis presents a new approach to control centrality in biological networks. Three types of network control are distinguished: Total control centrality quantifies the impact of gene mutations and identifies potential pharmacological targets such as genes involved in oncogenesis (e.g. zinc finger protein GLI2 or bone morphogenetic proteins in chondrocytes). Dynamic control centrality describes relaying functions as observed in signaling cascades (e.g control in mouse colon stem cells). Value control centrality measures the direct influence of the value of the node on the network (e.g. Indian hedgehog as an essential regulator of proliferation in chondrocytes). Well-defined network manipulations define all three centralities not only for nodes, but also for the interactions between them, enabling detailed insights into network pathways.
The calculation of the new metrics is made possible by substantial computational improvements in the simulation algorithms for several widely used mathematical modeling paradigms for genetic regulatory networks, which are implemented in the regulatory network simulation framework Jimena created for this thesis.
Applying the new metrics to biological networks and artificial random networks shows how these mathematical concepts correspond to experimentally verified gene functions and signaling pathways in immunity and cell differentiation. In contrast to controversial previous results even from the Barabási group, all results indicate that the ability to control biological networks resides in only few driver nodes characterized by a high number of connections to the rest of the network. Autoregulatory loops strongly increase the controllability of the network, i.e. its ability to control itself, and biological networks are characterized by high controllability in conjunction with high robustness against mutations, a combination that can be achieved best in sparsely connected networks with densities (i.e. connections to nodes ratios) around 2.0 - 3.0.
The new concepts are thus considerably narrowing the gap between network science and biology and can be used in various areas such as system modeling, plausibility trials and system analyses.
Medical applications discussed in this thesis include the search for oncogenes and pharmacological targets, as well their functional characterization.
Malignant melanoma is the most severe form of all skin cancers with a particular poor prognosis once metastases have developed. Angiogenesis, the formation of new blood vessels, is a prominent feature of human melanoma, which have angiogenic activity already early in development. This is at least partly ascribed to the action of MAPK- and PI3K pathways which are hyperactivated in most melanoma. Animal models which combine in depth in vivo examinations with the opportunity to perform small molecular screens are well suited to gain a more detailed insight into how this type of cancer modulates its angiogenic program. Here, a first transgenic melanoma angiogenesis model was established in the fish species Oryzias latipes (Japanese medaka). In this model, tumors are generated by the pigment cell-specific expression of the oncogenic receptor tyrosine kinase Xmrk. Xmrk is a mutated version of the fish Egfp. Furthermore, to get an angiogenesis model, a medaka line with endothelial cell specific GFP expression was used. By using crosses between these Xmrk- and GFP transgenic fishes, it was shown that angiogenesis occurs in a reactive oxygen species- and NF-κB-dependent manner, but was hypoxia-independent. It was observed that blood vessel sprouting and branch point formation was elevated in this model and furthermore that sprouting could even be induced by single transformed cells. The mouse melanocytes expressing the oncogenic receptor tyrosine kinase Xmrk as well human melanoma cells, which display various oncogenic alterations, produced pro-angiogenic factors, most prominently angiogenin, via NF-κB signaling. Furthermore, inhibiting NF-κB action prevented tumor angiogenesis and even led to the regression of existing tumor blood vessels. In summary, the present medaka melanoma angiogenesis model displays a high sensitivity for angiogenesis detection and is perfectly suited as in vivo model for the testing of anti-angiogenesis inhibitors, as exemplified by the NF-kappaB inhibitor.
Furthermore, results indicate that it might be a promising anti-tumor strategy to target signaling pathways such as the NF-κB pathway which are able to induce angiogenesis-dependent as well as -independent pro-tumorigenic effects.
The three closely related PUB proteins PUB22, PUB23 and PUB24 were described as important regulators for PTI signaling and plant immunity. To find cellular targets regulated by the action of the PUB triplet we performed a yeast two-hybrid screen to identify candidate target proteins of PUB22. We could identify Exo70B2 as a target protein of PUB22, which is ubiquitinated by the E3-ubiquitin ligase and consequently degraded in response to flg22 perception. The importance of Exo70B2 for immunity was shown by reverse genetics, demonstrating that exo70B2 mutants are impaired in PTI signaling and plant immunity.
Exo70B2 is one of 23 homologs of the yeast Exo70p in Arabidopsis thaliana, which is a subunit of an octameric protein complex, termed the exocyst. The exocyst complex is required for the tethering of post-Golgi vesicles to specific target membranes and thus an important component of intracellular vesicle trafficking. The elucidated function of Exo70B2 and its requirement for PTI signaling is a novel finding and similar functions had not yet been described for the exocyst complex or subunits thereof in plants. Additional target proteins of PUB22 are also predicted to be involved in vesicle trafficking processes, suggesting that PUB22 has specialized to regulate trafficking protein complexes required for PTI signaling.
Furthermore, the presented work suggests a mechanism for the regulation of Exo70B2 ubiquitination by PUB22. PUB22 was shown to be intrinsically instable due to its autocatalytic ubiquitination activity. Flg22 treatment induced the rapid post-translational stabilization of PUB22. This potentially enables the ligase to efficiently interact with Exo70B2, resulting in its polyubiquitination and 26S-proteasome-dependent turnover.
Staphylococcus aureus (SA) causes nosocomial infections including life threatening sepsis by multi-resistant strains (MRSA). It has the ability to form biofilms to protect it from the host immune system and from anti staphylococcal drugs. Biofilm and planctonic life style is regulated by a complex Quorum-Sensing (QS) system with agr as a central regulator. To study biofilm formation and QS mechanisms in SA a Boolean network was build (94 nodes, 184 edges) including two different component systems such as agr, sae and arl. Important proteins such as Sar, Rot and SigB were included as further nodes in the model. System analysis showed there are only two stable states biofilm forming versus planctonic with clearly different subnetworks turned on. Validation according to gene expression data confirmed this. Network consistency was tested first according to previous knowledge and literature. Furthermore, the predicted node activity of different in silico knock-out strains agreed well with corresponding micro array experiments and data sets. Additional validation included the expression of further nodes (Northern blots) and biofilm production compared in different knock-out strains in biofilm adherence assays. The model faithfully reproduces the behaviour of QS signalling mutants. The integrated model allows also prediction of various other network mutations and is supported by experimental data from different strains. Furthermore, the well connected hub proteins elucidate how integration of different inputs is achieved by the QS network. For in silico as well as in vitro experiments it was found that the sae-locus is also a central modulator of biofilm production. Sae knock-out strains showed stronger biofilms. Wild type phenotype was rescued by sae complementation. To elucidate the way in which sae takes influence on biofilm formation the network was used and Venn-diagrams were made, revealing nodes regulated by sae and changed in biofilms. In these Venn-diagrams nucleases and extracellular proteins were found to be promising nodes. The network revealed DNAse to be of great importance. Therefore qualitatively the DNAse amount, produced by different SA mutants was measured, it was tried to dissolve biofilms with according amounts of DNAse and the concentration of nucleic acids, proteins and polysaccharides were measured in biofilms of different SA mutants.
With its thorough validation the network model provides a powerful tool to study QS and biofilm formation in SA, including successful predictions for different knock-out mutant behaviour, QS signalling and biofilm formation. This includes implications for the behaviour of MRSA strains and mutants. Key regulatory mutation combinations (agr–, sae–, sae–/agr–, sigB+, sigB+/sae–) were directly tested in the model but also in experiments. High connectivity was a good guide to identify master regulators, whose detailed behaviour was studied both in vitro and in the model. Together, both lines of evidence support in particular a refined regulatory role for sae and agr with involvement in biofilm repression and/or SA dissemination. With examination of the composition of different mutant biofilms as well as with the examination of the reaction cascade that connects sae to the biofilm forming ability of SA and also by postulating that nucleases might play an important role in that, first steps were taken in proving and explaining regulatory links leading from sae to biofilms. Furthermore differences in biofilms of different mutant SA strains were found leading us in perspective towards a new understanding of biofilms including knowledge how to better regulate, fight and use its different properties.