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The change in allele frequencies within a population over time represents a fundamental process of evolution. By monitoring allele frequencies, we can analyze the effects of natural selection and genetic drift on populations. To efficiently track time-resolved genetic change, large experimental or wild populations can be sequenced as pools of individuals sampled over time using high-throughput genome sequencing (called the Evolve & Resequence approach, E&R). Here, we present a set of experiments using hundreds of natural genotypes of the model plant Arabidopsis thaliana to showcase the power of this approach to study rapid evolution at large scale. First, we validate that sequencing DNA directly extracted from pools of flowers from multiple plants -- organs that are relatively consistent in size and easy to sample -- produces comparable results to other, more expensive state-of-the-art approaches such as sampling and sequencing of individual leaves. Sequencing pools of flowers from 25-50 individuals at ∼40X coverage recovers genome-wide frequencies in diverse populations with accuracy r > 0.95. Secondly, to enable analyses of evolutionary adaptation using E&R approaches of plants in highly replicated environments, we provide open source tools that streamline sequencing data curation and calculate various population genetic statistics two orders of magnitude faster than current software. To directly demonstrate the usefulness of our method, we conducted a two-year outdoor evolution experiment with A. thaliana to show signals of rapid evolution in multiple genomic regions. We demonstrate how these laboratory and computational Pool-seq-based methods can be scaled to study hundreds of populations across many climates.
Tracking influenza a virus infection in the lung from hematological data with machine learning
(2022)
The tracking of pathogen burden and host responses with minimal-invasive methods during respiratory infections is central for monitoring disease development and guiding treatment decisions. Utilizing a standardized murine model of respiratory Influenza A virus (IAV) infection, we developed and tested different supervised machine learning models to predict viral burden and immune response markers, i.e. cytokines and leukocytes in the lung, from hematological data. We performed independently in vivo infection experiments to acquire extensive data for training and testing purposes of the models. We show here that lung viral load, neutrophil counts, cytokines like IFN-γ and IL-6, and other lung infection markers can be predicted from hematological data. Furthermore, feature analysis of the models shows that blood granulocytes and platelets play a crucial role in prediction and are highly involved in the immune response against IAV. The proposed in silico tools pave the path towards improved tracking and monitoring of influenza infections and possibly other respiratory infections based on minimal-invasively obtained hematological parameters.
To fight the global problems of humanity, the United Nations has adopted 17 Sustainable Development Goals (SDGs). To achieve these goals, it is necessary that future decision-makers and stakeholders in society consider these goals to be important. Therefore, in this study, we examined how important students in 41 countries directly related to the environmental sector rated each of the 17 SDGs. Based on the analysis of these ratings, it was possible to categorize the SDGs into three higher-level factors that reflect the three pillars of sustainability (social, economic, environmental). These three pillars are considered to be of varying importance in different countries. We also correlated the ratings of these higher-level factors with country-specific indicators, such as the Human Development Index. The correlations between the indicators and the higher-level factors revealed that in countries with higher indices, the SDGs are rated as less important compared to in countries with lower indices. These results provide stakeholders with important guidance on how the SDGs should be promoted in their country.
Relationships among laurasiatherian clades represent one of the most highly disputed topics in mammalian phylogeny. In this study, we attempt to disentangle laurasiatherian interordinal relationships using two independent genome-level approaches: (1) quantifying retrotransposon presence/absence patterns, and (2) comparisons of exon datasets at the levels of nucleotides and amino acids. The two approaches revealed contradictory phylogenetic signals, possibly due to a high level of ancestral incomplete lineage sorting. The positions of Eulipotyphla and Chiroptera as the first and second earliest divergences were consistent across the approaches. However, the phylogenetic relationships of Perissodactyla, Cetartiodactyla, and Ferae, were contradictory. While retrotransposon insertion analyses suggest a clade with Cetartiodactyla and Ferae, the exon dataset favoured Cetartiodactyla and Perissodactyla. Future analyses of hitherto unsampled laurasiatherian lineages and synergistic analyses of retrotransposon insertions, exon and conserved intron/intergenic sequences might unravel the conflicting patterns of relationships in this major mammalian clade.
Microbial production of chemicals is a sustainable alternative to conventional industrial processes. However, the implementation of exogenous metabolic pathways is hampered by slow diffusion rates, competing pathways, or secretion of intermediates. Pre-existing organelles have been harnessed to overcome these problems, but these approaches suffer from interference with endogenous pathways. We have developed a new concept for the compartmentalization of enzymatic pathways in ER-derived vesicles.
Non-ribosomal peptide synthetases (NRPSs) are modular biosynthetic megaenzymes producing many important natural products and refer to a specific set of peptides in bacteria’s and fungi’s secondary metabolism. With the actual purpose of providing advantages within their respective ecological niche, the bioactivity of the structurally highly diverse products ranges from, e.g., antibiotic (e.g., vancomycin) to immunosuppressive (e.g., cyclosporin A) to cytostatic (e.g., echinomycin or thiocoralin) activity.
An NRPS module consists of at least three core domains that are essential for the incorporation of specific substrates with the 'multiple carrier thiotemplate mechanism' into a growing peptide chain: an adenylation (A) domain selects and activates a cognate amino acid; a thiolation (T) domain shuffles the activated amino acid and the growing peptide chain, which are attached at its post-translationally 4ʹ-phosphopantetheine (4'-PPant) group, between the active sites; a condensation (C) domain links the upstream and downstream substrates. NRPS synthesis is finished with the transfer of the assembled peptide to the C-terminal chain-terminating domain. Accordingly, the intermediate is either released by hydrolysis as a linear peptide chain or by an intramolecular nucleophilic attack as a cyclic peptide.
The NRPS’s modular character seems to imply straightforward engineering to take advantage of their features but appears to be more challenging. Since the pioneering NRPS engineering approaches focused on the reprogramming and replacement of A domains, several working groups developed advanced methods to perform a complete replacement of subdomains or single or multiple catalytic domains.
The first part of this work focusses parts of the publication with the title 'De novo design and engineering of non-ribosomal peptide synthetases', which follows up assembly line engineering with the development of a new guideline. Thereby, the pseudodimeric V-shaped structure of the C domain is exploited to separate the N-terminal (CDSub) and C-terminal (CASub) subdomains alongside a four-AA-long linker. This results in the creation of self-contained, catalytically active CASub-A-T-CDSub (XUC) building blocks. As an advantage over the previous XU concept, the characteristics (substrate- and stereoselectivity) assigned to the C domain subunits are likewise exchanged, and thus, no longer represent a barrier. Furthermore, with the XUC concept, no important interdomain interfaces are disrupted during the catalytic cycle of NRPS, allow to expect much higher production titers. Moreover, the XUC concept shows a more flexible application within its genus origin of building blocks to create peptide libraries. Additionally, with this concept only 80 different XUC building blocks are needed to cover the entire proteinogenic amino acid spectrum.
The second part of this work addresses the influence of the C domain on activity and specificity of A domains. In a comprehensive analysis, a clear influence of different C domains on the in vitro activation rate and the in vivo substrate spectrum could be observed. Further in situ and in silico characterizations indicate that these influences are neither the result of the respective A domains promiscuity nor the C domain’s proofreading, but due to an 'extended gatekeeping' function of the C domain. This novel term of an 'extended gatekeeping' function describes the very nature of interfaces that C domains can form with an A domain of interest. Therefore, the C-A interface is assumed to have a more significant contribution to a selectivity filter function.
The third part of this work combines the NRPS engineering with phylogenetic/evolutionary perspectives. At first, the C-A interface could be precisely defined and further identified to encode equivalent information corresponding to the complete C-A didomain. Moreover, the comparison of NRPSs topology reveals hints for a co-evolutionary relatedness of the C-A didomain and could be shown to reassemble even after separation. In this regard, based on a designed CAopt.py algorithm, the reassembling-compatibility of hybrid interfaces could be determined by scoring of the co-expressed NRPS hybrids. This algorithm also enables the randomization of the interface sequences, thus, leading to the identification of more functional interface variant, which cause significantly higher peptide production and could even be applied to other native and hybrid interfaces.
Wie Zootiere kommunizieren
(2022)
The intensive use of the North Sea area through offshore activities, sand mining, and the spreading of dredged material is leading to increasing pollution of the ecosystem by chemicals such as hydrophobic organic contaminants (HOCs). Due to their toxicological properties and their ability to accumulate in the environment, HOCs are of particular concern. The contaminants partition between aqueous (pore water, overlying water) and solid phases (sediment, suspended particulate matter, and biota) within these systems. The accumulated contaminants in the sediment are of major concern for benthic organisms, who are in close contact with sediment and interstitial water. It is thus particularly important to better understand how contaminants interact with biota, as these animals may contribute to trophic transfer through the food web. Furthermore, sediments are a crucial factor for the water quality of aquatic systems. They not only represent a sink for contaminants but also determine environmental fate, bioavailability, and toxicity. The Marine Strategy Framework Directive (MSFD) was introduced to protect our marine environment across Europe and includes the assessment of pollutant concentrations in the total sediment, which, however, rarely reflects the actual exposure situation. The consideration of the pollutant concentrations in the pore water is not implemented, although this is needed for the evaluation of bioavailability and risk assessment. For this reason, special attention is given to further development, implementation, and validation of pollutant monitoring methods that can determine the bioavailable fraction in sediment pore water. For risk assessment purposes, it is furthermore important to use biological indicators in addition to classical analytics to determine the effect of pollutants on organisms. The main objective of this thesis was to gain insight into the pollution load and the potential risk of hydrophobic organic chemicals (HOCs) in the sediment of the North Sea and to evaluate these results with regard to possible risks for benthic organisms and the ecosystem. The following five aims are covered within these studies to gain a holistic assessment of sediment contamination:
1. Assessment of the pore water concentrations of PAHs and PCBs
2. Determination of the bioturbation potential by macrofauna analysis
3. Application of the SPME method on biological tissue
4. Assessment of recreated environmental mixtures in passive dosing bioassays
5. Development of SPME method for DDT in sediments
The thesis is comprised of three main studies supported by three additional studies ...
The increasing demand of the high value ω-3 fatty acids due to its beneficial role for human health, explains the huge need for alternative production ways of ω-3 fatty acids. The oleaginous alga Phaeodactylum tricornutum is a prominent candidate and has been investigated as biofactory for ω-3 fatty acids, e.g. the synthesis of eicosapentaenoic acid (EPA). In general, the growth and the lipid content of diatoms can be enhanced by genetic engineering or are influenced by environmental factors, e.g. nutrients, light or temperature.
In this study, the potential of P. tricornutum as biofactory was improved by heterologously expressing the hexose uptake protein 1 (HUP1) from the Chlorophyte Chlorella kessleri.
An in situ localization study revealed that only the full length HUP1 protein fused to eGFP was correctly targeted to the plasma membrane, whereas the N-terminal sequence of the protein is only sufficient to enter the ER. Protein and gene expression data displayed that the gene-promoter combination was relevant for the expression level of HUP1, while only cells expressing the protein under the light-inducible fcpA promoter showed a significant expression. In these mutants an efficient glucose uptake was detectable under mixotrophic growth condition, low light intensities and low glucose concentrations leading to an increased cell dry weight.
In a second approach, the growth and lipid content of wildtype cells were analyzed in a small 1l photobioreactor. Here, a commercial F/2 medium and a common culture medium, ASP and modified versions were compared. There was neither a significant impact on the growth and lipid content in P. tricornutum cells due to the supplemention of trace elements nor due to elevated salt concentrations in the media. In a modified version of ASP medium, with adapted nitrate and phosphate concentration a constantly high biomass productivity was achieved, yielding the highest value of 82 mg l-1 d-1 during the first three days. This was achieved even though light intensity was reduced by 40%. The differences in biomass productivity as well as the lipid content and the lipid composition underlined the importance of the choice of culture medium and the harvest time for enhanced growth and EPA yields in P. tricornutum.
The European Community has set a milestone in the European water policy in 2000: all water directives and policies were united into one comprehensive document – the European Water Framework Directive (EU WFD). The EU WFD requires the monitoring of 45 priority substances, primarily in the water phase, which is not related to a substantial amount of chemicals available on the market worldwide (about 50,000). About 60% of these are human and environmentally toxic. Hence, the currently monitored 45 priority substances are not even close to being sufficient to provide a comprehensive picture of the actual chemical pollution in the aquatic environment.
Furthermore, the EU WFD in its original shape paid less attention to sediments as an important source and sink for chemical contamination. Under stable hydrological conditions, polluted old sediments are covered by less polluted younger sediments preventing erosion of deeper sediment layers and, therefore, the release of particle-bound contaminants. However, urbanization, deforestation, flooding, dredging, riverbed renaturation, and stormwater overflow basin releases can lead to an unpredictable release of particle-bound pollutants. Therefore, in 2008, sediments were added to the EU WFD as a monitoring matrix for substances that tend to accumulate there. As a result, after 18 years of the EU WFD, less than half of all European waterbodies reached a good ecological (40%) and chemical (38%) status.
One of the primary pollution sources in aquatic ecosystems are wastewater treatment plants (WWTPs). Advanced wastewater treatment by ozonation is promising to remove most micropollutants. However, the knowledge about the possible improvement of the receiving waterbody is rare. The latter aspects were the main reasons for the start of the DemO3AC project in 2014. The study area was located in the federal state of North Rhine-Westphalia (Germany). The study area included the Wurm River and its tributary, the Haarbach River. Both waterbodies act as receiving waterbodies for WWTPs. One of them is the Aachen-Soers WWTP (receiving waterbody: Wurm River), upgraded by full stream ozonation as an advanced effluent treatment. Therefore, the extensive investigation program within the DemO3AC project included an investigation of the ecological and chemical status of both receiving waterbodies and the investigation of a possible improvement of the Wurm River after implementing advanced effluent treatment.
The current study was a part of the DemO3AC project and covered the sediment toxicity and a possible impact of the ozonation on aquatic organisms in the receiving waterbody. Time-resolved sampling campaigns allowed investigations under different hydrological conditions, mainly determined by the weather. The first sampling campaign took place in June 2017 during a prolonged dry period with low water flow in the receiving waterbodies. The second sampling campaign was performed exactly one year later (June 2018) after a long rainy period and corresponding high-water levels. Full-stream ozonation at the Aachen-Soers WWTP had been in operation for half a year. Furthermore, a wide range of organic micropollutants was investigated in the effluent of the studied WWTPs to assess a possible hazard emerging from contaminants released into the receiving waterbody.
The study design was developed based on the holistic approach to assessing the ecotoxicological pollution of surface waterbodies. It included the detection of chemical compounds combined with effect-based methods to identify possible drivers of toxicity. The sediment's ecotoxicological assessment included studies on endocrine-disrupting activity, genotoxic and embryotoxic potentials. These endpoints were evaluated using in vitro and in vivo bioassays. In addition, sediments’ chemical profiling was performed using modern analytical chemistry techniques.
The genotoxic potential was investigated using the Ames fluctuation assay with Salmonella typhimurium bacterial strains TA98, TA100, YG1041, and YG1042, sensitive to different classes of compounds, and the Micronucleus assay as a eukaryotic assay with mammalian cells. A unique feature of the present study was the implementation of non-standard Salmonella typhimurium bacterial strains YG1041 and YG1042 in the Ames fluctuation assay. Moreover, a comprehensive genotoxicity ranking of chemical compounds identified in sediments was used and combined with statistical analysis to identify the drivers of genotoxicity. The results of this study were published in Shuliakevich et al. (2022a) (see also Annex 1), describing the mutagenic potential of all sampling sites, which was primarily driven by polycyclic aromatic hydrocarbons, nitroarenes, aromatic amines, and polycyclic heteroarenes. In addition, the rainwater overflow basin was identified as a significant source for particle-bound pollutants from untreated wastewater, suggesting its role as a possible source of genotoxic potential. The present study showed high sensitivity and applicability of non-standard Salmonella typhimurium bacterial strains YG1041 and YG1042 in the Ames fluctuation assay to assess the different classes of mutagenic compounds. A combination of effect-based methods and a chemical analysis was shown as a suitable tool for a genotoxic assessment of freshwater sediments.
The sediments' endocrine-disruptive activity was investigated using the cell-based reporter gene CALUX® assay. A simultaneous launch of the full-scale effluent ozonation at the Aachen-Soers WWTP was used for investigation of the entrance of the ozonated effluent into the Wurm River and the endocrine-disrupting activity in the water phase. A particular focus of the present study was the unique investigation of PAHs as possible drivers of the endocrine-disrupting activity in sediments of the Wurm River. The results of this study were laid down in the publication by Shuliakevich et al. (2022b) (see also Annex 2), describing variations in endocrine-disrupting activity in the Wurm River under different weather conditions. Briefly, under stable hydrological conditions in June 2017, the estrogenic and the antiandrogenic activities in sediments of the Wurm River were within the range of 0.03-0.1 ng E2 equivalents (eq.)/g dry weight sediment equivalents (dw SEQ) and 3.0-13.9 µg Flu eq./g dw SEQ, respectively. After extensive rain events in June 2018, the sediments' estrogenic and antiandrogenic activities were detected within the range of 0.06-0.2 ng E2 eq./g dw SEQ and 1.7-39.2 µg Flu eq./g de SEQ, respectively. Increased endocrine-disruptive activity (up to 0.2 ng E2 eq./g dw SEQ in ERα- and 39.2 µg Flu eq./g dw SEQ in anti-AR-CALUX® assays) in sediments downstream of the rainwater overflow basin suggested it as a possible source of pollution. A unique result of the second study was finding a positive correlation between measured particle-bound antiandrogenic activity and detected polyaromatic hydrocarbons (PAHs) ...
Interleukin-11 signaling is a global molecular switch between regeneration and scarring in zebrafish
(2022)
The two diametrically opposing outcomes after tissue damage are regeneration and fibrotic scarring. After injury, adult mammals predominantly induce fibrotic scarring, which most often leads to patient lethality. Fibrotic scarring is the deposition of excessive extracellular matrix that matures and hinders tissue function. The scarring response is mainly orchestrated by myofibroblasts, which arise only upon tissue damage, from various cellular origins, including tissue resident fibroblasts, endothelial cells and circulating blood cells. On the contrary, species like zebrafish, possess the remarkable capacity to regenerate their damaged tissues. After injury, instead of inducing a myofibroblast-mediated fibrogenic gene program, cells in these species undergo regenerative reprogramming at the transcriptional level to activate vital cellular processes needed for regeneration, including proliferation, dedifferentiation, and migration. Several pro-regenerative mechanisms have been identified to date. Most of them, if not all, are also important for tissue homeostasis and hence, are not injury specific. Therefore, the central aim of this study is to identify injury-specific mechanisms that not only induce regeneration, but also limit fibrotic scarring.
To test the notion that fibrotic scarring limits regeneration, I first compared the scarring response in the regenerative zebrafish heart after cryoinjury with what is known in the non-regenerative adult mouse heart. I found that zebrafish display ~10-fold less myofibroblast differentiation compared to adult mouse after cardiac injury. With these findings, I hypothesized that zebrafish employ mechanisms to actively suppress scarring response. Using a novel comparative transcriptomic approach coupled with genetic loss-of-function analyses, I identified that Interleukin-6 (Il-6) cytokine family-mediated Stat3 is one such pro-regenerative pathway in zebrafish.
Il-6 cytokine family consists of Il-6, Interleukin-11 (Il-11), Ciliary neurotrophic factor, Leukemia inhibitory factor, Oncostatin M, and Cardiotrophin-like cytokine factor 1. Il-6 family ligands signal through their specific receptors and a common receptor subunit (Il6st or Gp130). Using gene expression analyses after adult heart and adult caudal fin injuries in zebrafish, I identified that both the Il-11 cytokine encoding paralogous genes (il11a and il11b) are the highest expressed and induced among the Il-6 family cytokines. Hence, I chose Il-11 signaling as a candidate pathway for further analysis. To investigate the role of Il-11 signaling, I generated genetic loss-of-function mutants for both the ligand (il11a and il11b) and the receptor (il11ra) encoding genes. Using various tissue regeneration models across developmental stages in these mutants, I identified that Il-11/Stat3 signaling is indispensable for global tissue regeneration in zebrafish.
To investigate the cellular and molecular mechanisms by which Il-11 signaling promotes regeneration, I performed transcriptomics comparing the non-regenerative il11ra mutant hearts and fins with that of the wild types, respectively. I identified that Il-11 signaling orchestrates both global and tissue-specific aspects of regenerative reprogramming at the transcriptional level. In addition, I also found that impaired regenerative reprogramming in the il11ra mutant hearts and fins resulted in defective cardiomyocyte and osteoblast repopulation of the injured area, respectively.
On the other hand, by deep phenotyping the scarring response in il11ra mutant hearts and fins, I identified that Il-11 signaling limits myofibroblast differentiation. Furthermore, I found that cardiac endothelial cells and fibroblasts are one of the major responders to injury-induced Il-11 signaling. Using lineage tracing, I found that both the endothelial and fibroblast lineages in the non-regenerative il11ra mutants commit to a myofibroblast fate, spearheading the scarring response. In addition, using cell type specific manipulations, I showed that Il-11 signaling in cardiac endothelial cells allows cardiomyocyte repopulation of the injured area. Finally, using human endothelial cells in culture, I uncovered a novel feedback mechanism by which Il-11 signaling limits fibrogenic gene expression by inhibiting its parent activator and a master regulator of tissue fibrosis, TGF-β signaling.
Overall, I identified Interleukin-11/Stat3 signaling as the first global regulator of regeneration in zebrafish. Briefly, I showed that Interleukin-11 signaling promotes regeneration by regulating two crucial cellular aspects in response to injury – (1) it promotes regenerative reprogramming, thereby allowing cell repopulation of the injured area and (2) it limits mammalian-like fibrotic scarring by inhibiting myofibroblast differentiation and TGF-β signaling. Altogether, these zebrafish data, together with the contradicting mammalian data strongly indicate that the secrets of tissue regeneration lie downstream of IL-11 signaling, in the differences between regenerative and non-regenerative species. Furthermore, I establish the non-regenerative il11ra mutant as an invaluable zebrafish model to study mammalian tissue fibrosis.
The heart is the first functional organ that develops in the embryo. To become a functional organ, it undergoes several morphogenetic processes. These morphogenetic events involve different cell types, that interact with each other and respond to the surrounding extracellular matrix, as well as intrinsic and extrinsic mechanical forces, assuming different behaviors. Additionally, transcription factor networks, conserved among vertebrates, control the development.
To have a better understanding of cell behavior during development, it is necessary to find a model system that allows the investigation in vivo and at single-cell resolution. Thanks to the common evolutionary origin of the different cardiac structures, together with the conserved molecular pathways, the two-chambered zebrafish heart offers many advantages to study cell behavior during cardiac morphogenesis. Here, using the zebrafish heart as a model system, I uncovered the cell behavior behind two of the main cardiac morphogenetic events: cardiac wall maturation and cardiac valve formation.
In the first part of this study, I investigated how the cardiac wall is maintained at the molecular level. Using genetic, transcriptomic, and chimeric analyses in zebrafish, we find that Snai1b is required for myocardial wall integrity. Global loss of snai1b leads to the extrusion of CMs away from the cardiac lumen, a process we show is dependent on cardiac contractility. Examining CM junctions in snai1b mutants, we observed that N-cadherin localization was compromised, thereby likely weakening cell-cell adhesion. In addition, extruding CMs exhibit increased actomyosin contractility basally, as revealed by the specific enrichment of canonical markers of actomyosin tension - phosphorylated myosin light chain (active myosin) and the α-catenin epitope α-18. By comparing the transcriptome of wild-type and snai1b mutant hearts at the early stages of CM extrusion, we found the dysregulation of intermediate filament genes in mutants including the upregulation of desmin b. We tested the role of desmin b in myocardial wall integrity and found that CM-specific desmin b overexpression led to CM extrusion, recapitulating the snai1b mutant phenotype. Altogether, these results indicate that Snai1 is a critical regulator of intermediate filament gene expression in CMs and that it maintains the integrity of the myocardial epithelium during embryogenesis, at least in part by repressing desmin b expression.
In the second part of this study, I focused on the behavior of valve cells during cardiac development. Using the zebrafish atrioventricular valve, I focus on the valve interstitial cells which confer biomechanical strength to the cardiac valve leaflets. We find that initially AV endocardial cells migrate collectively into the cardiac jelly to form a bilayered structure; subsequently, the cells that led this migration invade the extracellular matrix (ECM) between the two EC monolayers, undergo an endothelial-to-mesenchymal transition as marked by loss of intercellular adhesion, and differentiate into VICs. These cells proliferate and are joined by a few neural crest-derived cells. VIC expansion and a switch from a pro-migratory to an elastic ECM drive valve leaflet elongation. Functional analysis of Nfatc1 reveals its requirement during VIC development. Zebrafish nfatc1 mutants form significantly fewer VICs due to reduced proliferation and impaired recruitment of endocardial and neural crest cells during the early stages of VIC development. Analysis of downstream effectors reveals that Nfatc1 promotes the expression of twist1b, a well-known regulator of epithelial-to-mesenchymal transition. This study shows for the first time that Nfatc1 regulates zebrafish VICs formation regulating valve EMT in part by regulating twist1b expression. Moreover, it proposes the zebrafish valve as an excellent model to study the cellular and molecular process that regulate VIC development and dysfunction.
In conclusion, my work: 1) identified an unsuspected role of Snai1 in maintaining the integrity of the myocardial epithelium, opening new avenues in its role in regulating cellular contractility; 2) uncovered the function of Nfatc1 in the establishment of the VIC, establishing a new model to study valve development and function.
The mammalian frontal and auditory cortices are important for vocal behaviour. Here, using local field potential recordings, we demonstrate for the first time that the timing and spatial pattern of oscillations in the fronto-auditory cortical network of vocalizing bats (Carollia perspicillata) predict the purpose of vocalization: echolocation or communication. Transfer entropy analyses revealed predominantly top-down (frontal-to-auditory cortex) information flow during spontaneous activity and pre-vocal periods. The dynamics of information flow depended on the behavioural role of the vocalization and on the timing relative to vocal onset. Remarkably, we observed the emergence of predominantly bottom-up (auditory-to-frontal cortex) information transfer patterns specific echolocation production, leading to self-directed acoustic feedback. Electrical stimulation of frontal areas selectively enhanced responses to echolocation sounds in auditory cortex. These results reveal unique changes in information flow across sensory and frontal cortices, potentially driven by the purpose of the vocalization in a highly vocal mammalian model.
The mammalian frontal and auditory cortices are important for vocal behavior. Here, using local-field potential recordings, we demonstrate that the timing and spatial patterns of oscillations in the fronto-auditory network of vocalizing bats (Carollia perspicillata) predict the purpose of vocalization: echolocation or communication. Transfer entropy analyses revealed predominant top-down (frontal-to-auditory cortex) information flow during spontaneous activity and pre-vocal periods. The dynamics of information flow depend on the behavioral role of the vocalization and on the timing relative to vocal onset. We observed the emergence of predominant bottom-up (auditory-to-frontal) information transfer during the post-vocal period specific to echolocation pulse emission, leading to self-directed acoustic feedback. Electrical stimulation of frontal areas selectively enhanced responses to sounds in auditory cortex. These results reveal unique changes in information flow across sensory and frontal cortices, potentially driven by the purpose of the vocalization in a highly vocal mammalian model.
Im Rahmen dieser Arbeit wurden verschiedene metabolische Anpassungsmechanismen des humanpathogenen Bakteriums Acinetobacter baumannii an seinen Wirt untersucht. Im ersten Teil wurde die Rolle von verschiedenen Trimethylammoniumverbindungen (Cholin, Glycinbetain und Carnitin) und den zugehörigen Aufnahmesystemen, sowie ihren Stoffwechselwegen während dieses Prozesses analysiert. Für die Analyse der Transportsysteme wurde eine markerlose Vierfachmutante (Δbcct) von A. baumannii generiert, sodass alle bekannten Transportsysteme für die genannten Verbindungen deletiert vorlagen. Wachstumsversuche mit dieser Mutante zeigten, dass es in A. baumannii keine weiteren Transporter für die Aufnahme von Cholin gibt, jedoch weitere primär aktive oder sekundär aktive Transporter für die Aufnahme von Glycinbetain. Weiterhin konnten innerhalb dieser Arbeit die KM-Werte der Transporter bestimmt werden. Verschiedene Virulenz- und Infektionsanalysen führten zu dem Schluss, dass die Transporter keine Rolle bei der Virulenz von A. baumannii spielen. In Genomanalysen konnten die Gene, die für die Enzyme des Oxidationsweges von Cholin zu Glycinbetain kodieren identifiziert werden (Cholin-Dehydrogenase (betA), GlycinbetainAldehyd-Dehydrogenase (betB) und ein potenzieller Regulator (betI)). Es wurden Deletionsmutanten innerhalb dieses Genclusters generiert, mit dessen Hilfe gezeigt werden konnte, dass Cholin unter Salzstress ausschließlich als Vorläufer für das kompatible Solut Glycinbetain fungiert und nicht als kompatibles Solut von A. baumannii genutzt werden kann. Virulenz- und Infektionsstudien mit den Deletionsmutanten zeigten, dass der Cholin-Oxidationsweg keine Rolle bei der Virulenz von A. baumannii spielt.
Die Cholin-Dehydrogenase BetA wurde zusätzlich in E. coli produziert und anschließend mittels NiNTA-Affinitätschromatographie aufgereinigt. Die biochemische Charakterisierung des Enzyms zeigte, dass BetA membranständig ist und die höchste Aktivität bei einem pH-Wert von 9,0 hat. Salze wie NaCl oder KCl hatten keinen Effekt auf die Aktivität des Enzyms, während Glutamat die Aktivität stimulierte.
Weiterhin konnte FAD als Cofaktor identifiziert werden und der KM-Wert ermittelt werden. Zudem konnte gezeigt werden, dass die Oxidation von Cholin zu Glycinbetain unter isoosmotischen Bedingungen zu einem Anstieg der ATP-Konzentration in A. baumannii-Zellsuspensionen führt und damit, dass Cholin als alternative Energiequelle genutzt wird. Das Phospholipid Phosphatidylcholin konnte als natürliche Cholinquelle identifiziert werden. Eine Rolle der Phospholipasen D bei der Abspaltung der Cholin-Kopfgruppe des Phosphatidylcholins konnte ausgeschlossen werden. Die Gene für die Oxidation von Cholin zu Glycinbetain werden ausschließlich in Anwesenheit von Cholin exprimiert, jedoch unabhängig von der extrazellulären Salzkonzentration. Diese Studien zeigten, dass der Cholin-Oxidationsweg eine Rolle in der metabolischen Adaptation von A. baumannii an den Wirt spielt. Phosphatidylcholin kann hier als natürliche Cholinquelle im Wirt genutzt werden, da die Wirtsmembranen aus bis zu 70 % Phosphatidylcholin bestehen. Transportstudien mit Carnitin führten zu dem Schluss, dass der Transporter Aci01347 aus A. baumannii neben Cholin ebenfalls Carnitin transportiert. Wachstumsversuche mit einer aci01347-Mutante bestätigen, dass Aci01347 essenziell für die Aufnahme und anschließende Verwertung von Carnitin als Kohlenstoffquelle ist. Es konnte weiterhin gezeigt werden, dass das Transportergen mit essenziellen Genen für den Carnitin-Abbau in einem Operon liegt. Für die Analyse des Abbauweges von Carnitin wurden markerlose Deletionsmutanten innerhalb des Operons generiert. In Wachstumsstudien mit diesen Mutanten konnte der Abbauweg aufgeklärt werden und der Regulator des Operons identifiziert werden. Carnitin wird hier über Trimethylamin und Malat-Semialdehyd zu D-Malat umgewandelt und anschließend über Pyruvat in den TCA-Zyklus eingespeist. Der Regulator wurde zusätzlich in E. coli produziert und mittels Ni-NTA-Affinitätschromatographie aufgereinigt. Mithilfe von EMSA-Studien konnte die Bindestelle des Regulators auf eine 634 Bp lange DNA-Sequenz stromaufwärts des CarnitinOperons eingegrenzt werden. Durch Transkriptomanalysen konnte gezeigt werden, dass bei Wachstum mit Acetylcarnitin, Carnitin und D-Malat die Expression des Carnitin-Operons induziert wurde. Darüber hinaus wurden die Gene konservierter Aromatenabbauwege wie z. B. des Homogentisatweges, des Phenylacetatweges und des Protocatechuat-Abbaus, verstärkt exprimiert. In G. mellonellaVirulenzstudien konnte eine Rolle des Abbaus von Carnitin bei der Virulenz von A. baumannii nachgewiesen werden. Zusätzlich konnte dieser Effekt dem entstehenden Trimethylamin zugesprochen werden...
Die Vorläuferform der eukaryotischen mRNA (prä-mRNA) durchläuft, eine Reihe von Prozessierungs-Schritte, die schließlich zu der Synthese einer „reifen“ und Exportkompetenten mRNA führt. prä-mRNA Spleißen ist ein essentieller Teilschritt dieser Reifung bei der intragene Sequenzen, sogenannte Introns, von der prä-mRNA entfernt werden, während Exons legiert werden. Das prä-mRNA Spleißen wird durch das Spleißosom katalysiert. Dieser Mega-Dalton Komplex, besteht aus fünf Sub-Komplexen, die sich wiederum aus katalytisch aktiven „kleinen nukleären Ribonukleinsäuren“ (snRNAs) und einer Vielzahl von proteinogenen Faktoren zusammensetzen. Diese Subkomplexe, bezeichnet als snRNPs (small nuclear Ribonucleoprotein Particles), binden die prä-mRNA an charakteristischen Sequenzen und richten die prä-mRNA durch eine Reihe von Konformations-Änderungen so aus, dass benachbarte Exons in Kontakt treten und über eine biochemische Ligations-Reaktion verbunden werden können.
Die Exon- bzw Intronerkennung der snRNPs wird durch zahlreiche Spleißfaktoren reguliert. Eine Proteinfamilie, die essentiell für die Regulierung des Spleißens ist, sind Serin/Arginin-reiche Proteine (SR-Proteine). Diese binden vorzugsweise an das 3‘ oder 5’ Ende von Exons, rekrutieren snRNPs und stimulieren dadurch die Exon-Inklusion. Durch diese Stimulierung können Spleiß-Events reguliert und gezielt spezifische Exons ausgeschlossen oder eingeschlossen werden. Dieser Prozess, der als alternatives Spleißen (AS) bezeichnet wird, tritt in 95% des menschlichen Transkriptoms auf und erweitert die Diversität eines Organismus, da verschiedene Transkripte von demselben Gen erzeugt werden können und folglich die Translation unterschiedlicher Proteine mit distinkten Funktionen ermöglicht wird.
Darüber hinaus verfügt die Zelle durch das AS über eine weitere posttranskriptionale Genregulationsebene, die insbesondere unter zellulären Stressbedingungen zur Expression von alternativen Protein-Isoformen von der Zelle genutzt wird. Eine in medizinischer Hinsicht besonders relevante Stressbedingung ist die sogenannte Hypoxie, die eine Sauerstoff-Unterversorgung von Zellen oder Gewebebereichen beschreibt. Hypoxie bzw. hypoxische Bereiche finden sich in Krebszellen und treten in 90% aller soliden Tumoren auf. Als Teil der Hypoxie Stress-Antwort, verfügt die Zelle über einen Adaptations-Mechanismus, der durch Hypoxieinduzierbare Faktoren (HIF) vermittelt wird. Diese Faktoren induzieren die Transkription zahlreicher Gene und stimulieren die Expression von Stressfaktoren, die an der zellulären Adaption der Hypoxie beteiligt sind. Einer dieser Faktoren ist der vaskuläre endotheliale Wachstumsfaktor A (VEGFA), welcher unter hypoxischen Bedingungen sekretiert wird und dadurch die Proliferation von Endothelzellen, die Neubildung von Blutgefäßen und damit die Vaskularisation des hypoxischen Bereichs stimuliert.
Die zelluläre Anpassung ist jedoch nicht nur auf die transkriptionelle Regulation des HIF-vermittelten Hypoxie Signalwegs beschränkt, sondern wird auf multiplen Genexpressions-Ebenen reguliert. Obwohl bekannt ist, dass tausende Transkripte unter hypoxischen Bedingungen alternativ gespleißt werden, sind die Faktoren, die die zelluläre Stress-Antwort durch AS regulieren, sowie deren molekularer Mechanismus jedoch weitestgehend unbekannt.
Diese Arbeit umfasst die Identifizierung und Charakterisierung von AS Events, sowie den Einfluss und die Regulation von Spleißfaktoren auf AS unter hypoxischen Bedingungen. Hierzu führten wir globale Genexpressions- und AS-Analysen in HeLaKarzinomzelllinien unter Normoxie (21% O2) und Hypoxie (0.2% O2) durch und zeigen, dass 7962 Gene nach 24h Hypoxie unterschiedlich exprimiert werden. Über AS-Analysen konnten 4434 Transkripte identifiziert werden, die bei Hypoxie über AS reguliert sind. Dabei trat „Exon-Skipping“ als das am häufigsten auftretende AS-Events auf. Über PCR basierte Validierungs-Experimente konnten 5 regulierte Transkripte nachgewiesen werden. Dabei weisen Exon 3 und 4 in BORA, Exon 6 in MDM4 und Exon 4-5 in CSSP1 Exon-Skipping Events auf, während Exon-Inklusionen in CEP192 Exon 28 und in der 3’UTR von EIF4A2 validiert werden konnten.
Darüber hinaus wurde im Rahmen der AS-Analyse die Regulation des sogenannten „backsplicings“ bei Hypoxie untersucht. Im Gegensatz zum linearen Spleißens, wird beim backsplicing das 5’Ende und das 3’Ende von Exons verbunden, was die Bildung von sogenannten zirkulären RNAs (circRNAs) zufolge hat. Obwohl nur wenige Funktionen dieser RNA-Klasse bekannt sind, wurde die Regulation von circRNAs während der Zell-Differenzierung sowie in diversen Krebszellen beschrieben. Dabei können circRNAs als microRNA- oder Protein-Schwämme fungieren oder dienen als Protein-Interaktion Plattform und regulieren dabei die Genexpression.
Im Rahmen dieser Dissertation wurden unterschiedliche Aspekte der Verbreitung der Vertreter des Pseudoterranova decipiens Komplexes betrachtet und Fragestellungen zur Ökologie und Humanpathogenität der Parasiten bearbeitet. Sie basiert auf drei (ISI-) Fachartikeln, in denen die Nutzung von Fischparasitengemeinschaften als ökologische Indikatoren für entlegene Ökosysteme des Südpolarmeeres (I), die Modellierung geeigneter Verbreitungsgebiete für Arten mit geringen Vorkommensdaten am Beispiel des P. decipiens Komplexes (II) und das Vorkommen potentiell humanpathogener P. bulbosa in unterschiedlichen Mikrohabitaten in Atlantischem Kabeljau (III) thematisiert wurde.
Die Parasitengemeinschaften der in Studie I untersuchten, nahverwandten Antarktisdorsche (Nototheniinae) Nototheniops larseni (n=40), N. nudifrons (n=40) und Lepidonotothen squamifrons (n=49) unterschieden sich hauptsächlich hinsichtlich seltener Parasitenarten. Pseudoterranova decipiens E zählte zu den häufigsten Parasiten der drei betrachteten Wirtsarten. Die Analyse der Wirtsspektren der auf Artebene bestimmten Parasiten zeigte eine geringe Spezifität antarktischer Fischparasiten im Larven- (z.B. Pseudoterranova decipiens E) und Adultstadium (z.B. Elytrophalloides oatesi). Für eine Nutzung als Bioindikatoren ergibt sich die Empfehlung, nicht auf einzelne Parasitenarten, sondern die Zusammensetzung von Parasitenfaunen zurückzugreifen und Parameter wie Abundanz oder Intensität zu berücksichtigen. Vergleiche mit Literaturdaten legten nahe, dass ein Studiendesign, das den periodischen Vergleich der Parasitierungsmuster von Nototheniinae ermöglichen soll, Standorteffekte berücksichtigen sollte. Da es sich bei der Probennahme demersaler Fische um ein aufwändiges und einschneidendes Verfahren handelt, sollten alternative Samplingmethoden vorangetrieben und eine Datenbasis dafür geschaffen werden.
Um die Belastung von Speisefischen mit potentiell humanpathogenen Parasiten in bestimmten Fanggebieten abzuschätzen, kann anhand von Vorkommens- und Umweltdaten mittels statistischer Modelle die Habitateignung für den Parasiten bestimmt werden. Eine Voraussetzung für eine verlässliche Modellierung bilden die Wahl eines geeigneten Algorithmus und die Qualität der Eingangsdaten. Für die Modellierung geeigneter Verbreitungsgebiete für die sechs Arten des P. decipiens Komplexes wurde im Rahmen von Studie II erstmalig ein biotischer Deskriptor herangezogen. Dem Ansatz lag die Annahme zugrunde, dass das Vorkommen geeigneter Endwirte der entscheidende, limitierende Faktor für die Verbreitung eines Parasiten ist, da nur so der Lebenszyklus geschlossen werden kann. Als Hypothesentest dienten Vergleiche der ökologischen Nischen von Parasiten und ihren spezifischen Endwirten im Nischenraum. Anhand der Endwirtdistanz wurde eine Verbesserung der Modellierungsergebnisse mit MaxEnt, gegenüber der ausschließlich auf abiotischen Prädiktoren basierenden Modellierung, für alle Pseudoterranova Arten, insbesondere jene mit einer geringen Anzahl Fundpunkte, erzielt. Grundsätzlich ist der Ansatz auf marine Parasitenarten, deren spezifische Endwirte verlässliche Vorkommensdaten aufweisen, übertragbar. Die Methode stellt jedoch keinen Ersatz für die Erhebung von Vorkommensdaten dar, weshalb die genetische Bestimmung schwer zu identifizierender Taxa sowie die Angabe von Metadaten in jeder parasitologischen Studie obligatorisch sein sollten.
Die Verteilung potentiell humanpathogener Parasitenstadien in für den menschlichen Verzehr vorgesehenen Fischen kann ein entscheidender Faktor für die Übertragung sein. Im Rahmen von Studie III wurde mit dem Referenztranskriptom von P. bulbosa das erste Transkriptom für eine Art den P. decipiens Komplexes erstellt. Anhand einer differentiellen Genexpressionsanalyse wurde untersucht, was die Verteilung der Parasiten auf unterschiedliche Mikrohabitate beeinflusst haben könnte. Dabei wurden siebzig differentiell exprimierte Gene identifiziert, die in aus Leber (32 Gene) und Viscera (38 Gene) von Atlantischem Kabeljau (Gadus morhua) isolierten Proben von P. bulbosa hochreguliert waren. Eine Erklärung für diesen subtilen Unterschied könnte ein Dauerstadium der P. bulbosa Larven zum Zeitpunkt der Probennahmen sein. Ob sich bestimmte Mikrohabitate innerhalb des Wirtes begünstigend auf den Parasiten auswirken, muss mit Hilfe experimenteller Studien gezeigt werden. Erste in Studie III erhobene Daten zum allergenen Potential von P. bulbosa sollten in serologischen Studien getestet werden. Als Grundlage für die Bewertung des pathogenen Potentials von P. bulbosa, sowie der weiteren Arten des P. decipiens Komplexes, sollten in experimentellen Studien NGS-Daten erhoben werden.
Im Rahmen dieser Dissertation wurde in drei methodisch unterschiedlichen Studien ein Bedarf besserer Referenzdaten aufgezeigt. Bestreben diese Datenlücken zu schließen, um das Potential der Methoden besser ausschöpfen zu können, müssen zukünftig noch weiter verstärkt werden.
Cyclophilins, or immunophilins, are proteins found in many organisms including bacteria, plants and humans. Most of them display peptidyl-prolyl cis-trans isomerase activity, and play roles as chaperones or in signal transduction. Here, we show that cyclophilin anaCyp40 from the cyanobacterium Anabaena sp. PCC 7120 is enzymatically active, and seems to be involved in general stress responses and in assembly of photosynthetic complexes. The protein is associated with the thylakoid membrane and interacts with phycobilisome and photosystem components. Knockdown of anacyp40 leads to growth defects under high-salt and high-light conditions, and reduced energy transfer from phycobilisomes to photosystems. Elucidation of the anaCyp40 crystal structure at 1.2-Å resolution reveals an N-terminal helical domain with similarity to PsbQ components of plant photosystem II, and a C-terminal cyclophilin domain with a substrate-binding site. The anaCyp40 structure is distinct from that of other multi-domain cyclophilins (such as Arabidopsis thaliana Cyp38), and presents features that are absent in single-domain cyclophilins.