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In the past decades, the use and production of chemicals has been on the rise globally due to increasing industrialization and intensive agriculture; resulting in the occurrence and ecotoxicological risks of chemicals of emerging concern (CECs) in the aquatic compartments. Risks include changes in community structure resulting in the dominance of one species and ecosystem imbalance. When dominant disease-causing organisms are in the environment, the disease transmission is increased. For example, host snails for the schistosomiasis, a human trematode disease, are known to be tolerant to pesticide
exposure compared to the predators. This would therefore result in an increased abundance of snails which consequently increase the disease transmission in the human population.
Kenya, being a low income country faces a lot of challenges with provision of clean water, diseases and sanitation facilities, and increasing population which results in intensive agriculture coupled with pesticide use. Although a lot of research has been carried out on the environmental occurrence and risk of CECs (Chapter 1), most of these studies have been done in developed countries with limited information from Africa. Additionally, research in Africa focused on urban areas with limited number of compounds analyzed and mostly in the water phase, and inadequate information on the effects of CECs on the aquatic organisms. In order to reduce this knowledge gap, this dissertation focused on identification and quantification of CECs present in water, sediment and snails from western Kenya, and the contribution of pesticides to the transmission of schistosomiasis.
Chapter 2 gives a summary of the results and discussion of the dissertation. In Chapter 3, a comprehensive chemical analysis was carried out on 48 water samples to identify compounds, spatial patterns and associated risks for fish, crustacean and algae using toxic unit (TU) approach. A total of 78 compounds were detected with pesticides and biocides being the compounds most frequently detected. Spatial pattern analysis revealed limited compound grouping based on land use. Acute risk for crustaceans and algae were driven by one to three individual compounds. These compounds responsible for toxicity were prioritized as candidate compounds for monitoring and regulation in Kenya.
In Chapter 4, an extension of Chapter 3 was done to cover the CECs present in snails and sediment from the 48 sites. A total of 30 compounds were found in snails and 78 in sediments with 68 additional compounds being found which were not previously detected in water. Higher contaminant concentrations were found in agricultural sites than in areas without anthropogenic activities. The highest acute toxicity (TU 0.99) was determined for crustaceans based on compounds in sediment samples. The risk was driven by diazinon and pirimiphos-methyl. Acute and chronic risks to algae were driven by diuron whereas fish were found to be at low to no acute risk.
In Chapter 5, the effect of pesticide contamination on schistosomiasis transmission was evaluated by applying complimentary laboratory and field studies. In the field studies, the ecological mechanisms through which pesticides and physical chemical parameters affect host snails, predators and competitors were investigated. Pesticide data was obtained from the results in chapter 3. The overall distribution of grazers and predators was not affected by pesticide pollution. However, within the grazers, pesticide pollution increased dominance of host snails. On the contrary, the host-snail competitors were highly sensitive to pesticide exposure. For the laboratory studies, macroinvertebrates including Schistosoma-host snails, competitors and predators were exposed to 6 concentrations levels of imidacloprid and diazinon. Snails showed higher insecticide tolerance compared to competitors and predators. Finally, Chapter 6 summarizes the conclusions of this dissertation, placing it in a broader
context. In this dissertation, a comprehensive chemical characterization and risk assessment of CECs has been carried out in freshwater systems; together with the effects of pesticides on schistosomiasis transmission in rural western Kenya. Results of this dissertation showed that rural areas are contaminated posing a risk to aquatic organisms which contribute to schistosomiasis transmission. This shows the need for regular monitoring and policy formulation to reduce pollutant emissions which contributes negatively to both ecological and human health effects.
This manuscript-based thesis is divided into four chapters. Chapter one is an introduction to lichens and the Antarctic. It introduces the goal of the thesis and the problems related with lichen systematics and the lack of knowledge about Antarctic lichens. The Antarctic is one of the last wildernesses, isolated from the other continents by the Antarctic Circumpolar Current, the Subantarctic Front, the Antarctic Polar Front, and the Drake Passage. Terrestrial life in Antarctica is restricted to widely separated and small ice-free areas that cover only 0.3% of the continent. Colonization of the Antarctic is a challenge for many taxa and is related to their ability for long-range dispersal and their adaptation to the harsh climate. Antarctic terrestrial ecosystems are significantly threatened by climate change, invasive species, and their interactions. Glacial retreat caused by higher than average temperatures exposes new habitats that can be easily colonized from local biota, but non-native species can also be favored by the new climatic conditions. In addition, propagule movement mediated by humans can introduce new species or change the population structure of many taxa. The terrestrial biota is comprised almost exclusively by “lower organisms” (invertebrates, bryophytes, algae, lichenized fungi, and microorganisms). Lichens are the dominant component, and the most important primary producers. Lichens are symbiotic associations consisting of a fungus (mycobiont) and one or more photosynthetic (photobiont) partners. They can disperse sexually or vegetatively. There are several problems related to the symbiotic nature of lichens that do not facilitate easy identification; although molecular data offers additional evidence, species delimitation in lichens is still not straightforward. The true number of species is underestimated due to the presence of cryptic species and species pairs. Recommended universal fungal barcode sequences (e. g. ITS) sometimes fail to delimit species pairs. Thus, it is necessary to identify fast-evolving markers that allow for the delimitation of closely related species before proceeding with the analysis of lichen populations. The goal of this thesis is to elucidate the so far unknown genetic structure among Antarctic lichen populations because of the immediate consequences for conservation strategies. The thesis focuses not only on patterns of differentiation and gene flow, but also investigates the question of human-mediated propagule transfer into Antarctica and among Antarctic sites. This project provides data on the genetic structure of Antarctic lichens that is urgently needed to develop conservation strategies in the face of global warming and increased human activities in the region. Due to the fact that it is not possible to apply all of the unspecific fingerprinting methods to lichens, microsatellites or simple sequence repeats (SSRs) are one of the best tools to investigate the genetic structure of lichen populations. SSRs offer the possibility to discriminate the lichen partners, but species-specific microsatellites have been developed for only a few species. Regarding the Antarctic, only one species has been studied with SSRs.
The second chapter describes new methods and tools to delimit closely related species of lichens and provides fast evolving markers to characterize their genetic structure. The chapter introduces the lichen species analysed in this thesis and the problems related to their correct identification by morphological methods and molecular data. Chapter two explains the sampling methods for lichen populations and the localities from small areas in which the species pairs occur together. Then the methods used to generate and validate fungal specific microsatellites that cross-amplify species pairs are described. This chapter focuses on the species pair Usnea antarctica and U. aurantiacoatra because they are the most common lichens in the Maritime Antarctic. An internal transcribed spacer (ITS) marker do not discriminate between these species, and some authors have suggested to synonymize them. Unpublished results from another Antarctic species pair, Placopsis antarctica and P. contortuplicata, are included to confirm the capability of SSRs to discriminate closely related lichen species. This thesis is the first study to generate SSRs that cross amplify species pairs, using BLAST to compare one genome against the other to obtain markers with the same length in flanking regions. The de novo developed SSRs are able to discriminate the two closely related species, and can detect variability at the population level. In the end of the chapter, ITS sequences, microsatellites, and SNPs are used to delimit the species of Usnea antarctica and U. aurantiacoatra. The chapter exposes the importance of a correct species delimitation and the ability of SSRs and SNPs to delimit the Antarctic Usnea species pair compared with the recommended universal fungal barcode sequence ITS. ...
Freshwater is one of the most fundamental resources for life and is the habitat for a wide diversity of species. One of the most diverse aquatic insect taxa is Trichoptera Kirby, 1813, caddisflies. These semi-aquatic insects have aquatic larvae and terrestrial adults and are found all around the globe in freshwater habitats. Water is also one of the most important natural resources for the human population, but alarmingly, freshwaters are among the most threatened natural habitats. Thus, the monitoring and preservation of the quality of freshwater habitats should have a high priority. In order to track changes in the biota a baseline reference is necessary, but freshwater biodiversity is under-studied in many parts of the Earth such as the biodiversity hotspots of the Himalaya and the Hengduan Mountains. This thesis treats the trichopteran genus Himalopsyche Banks, 1940 (Rhyacophilidae) which has its diversity center in the Himalayas and the Hengduan Mountains. Himalopsyche larvae are large and conspicuous and only occur in clean, unpolluted streams. This makes Himalopsyche potentially suited as indicator organisms for freshwater quality monitoring, but taxonomic knowledge is yet insufficient. Based on samples from a field survey in the Hengduan Mountains targeting both larvae and adults I uncovered three new Himalopsyche species which are described in this thesis (Chapter II), and with the aid of molecular data I associated larvae of Himalopsyche to adult species (Chapter I). The molecular association enabled the first comparative morphological study of Himalopsyche species in the larval stage, and the morphological study in Chapter II revealed that there are four distinct larval types of Himalopsyche. However, no diagnostic characters to identify Himalopsyche larvae to species level were found. To understand Himalopsyche larval morphology from an evolutionary perspective, I reconstructed the first molecular phylogeny of the genus (Chapter III). This demonstrated that each larval type corresponds to a deep phylogenetic split, indicating that larval types evolved early in Himalopsyche evolution and remained constant since. Based on the phylogenetic results as well as larval and adult morphology, I re-defined five species groups of Himalopsyche: H. kuldschensis Group, H. lepcha Group, H. navasi Group, H. phryganea Group, and H. tibetana Group. The species groups differ with respect to their diversity centers. The monotypic H. lepcha Group resides in the Himalayas, and the monotypic H. phryganea Group inhabits Western Nearctic. The H. kuldschensis and H. tibetana Groups are geographically overlapping with distributions in the Himalayas, but the distribution of H. kuldschensis Group stretches more to the west to include the Tian Shan, and the H. tibetana Group is more concentrated around the eastern Himalayas and the Hengduan Mountains. The H. navasi Group has a more eastern distribution than most Himalopsyche including isolated areas such as Japan and Indonesia. The earliest split in Himalopsyche divides the H. navasi Group from remaining Himalopsyche, suggesting a more eastern area of origin of Himalopsyche than its current diversity center, with subsequent radiations in the Himalayas and Hengduan Mountains. In addition to the three chapters, in this thesis I discuss further aspects of Himalopsyche biology including genital evolution, species complexes, and Himalopsyche ecology.
Xenorhabdus and Photorhabdus are bacterial genera that live in symbiosis with entomopathogenic nematodes of the genera Steinernema and Heterorhabditis, respectively. These nematodes infect insect larvae through the trachea and then enter the hemocoel. Once inside the hemocoel, the nematodes release the bacteria through their intestine. Thereafter, the bacteria become active and kill the larvae within 48 h. During this process, the immune system of the insect host is compromised by molecules produced and secreted by the bacteria. This illustrates that the bacteria possess not only a large arsenal of biological weaponry such as antibiotics and fungicides but also lipases, proteases, etc. Therefore, they are not only able to kill the insect but also protect the cadaver from other food competitors.
During the past decades, a large number of natural products have been identified from Xenorhabdus and Photorhabdus. However, the targets and functions for many of these biological molecules are still unknown. Therefore, the goal of the doctoral thesis is to elucidate the modes of action of these natural products from Xenorhabdus and Photorhabdus with the main focus on non-ribosomal peptides (NRPs). The work can be divided into two parts. Initially, it starts with the synthesis of natural compounds and various chemically modified derivatives. Besides that, a number of peptides were synthesized for other projects to either verify their structures or quantify the amount produced by the bacteria. Then, secondary analysis methods are applied and provide additional insight into the modes of action of these compounds.
During the thesis, I carried out peptide synthesis either manually or with an automatic synthesizer system from Biotage. Here, the Fmoc-protecting group strategy was preferred in most cases. Natural products, such as silathride, xenoautoxin, phenylethylamide, tryptamide, rhabdopeptide, 3-hydroxyoctanoic acid, and PAX, were produced during this process. Furthermore, new peptide derivatives derived from synthetic NRPS approaches using the XU concept or SYNZIP were generated as standards.
Most of these natural compounds were experimentally verified by MIC tests (broth microdilution, plate diffusion) to be biologically active. For example, silathride, phenylethylamide, and tryptamide showed quorum quenching effects when tested against Chromobacterium violaceum. Initial results from collaborators (PD Dr. Nadja Hellmann/Mainz) showed that tryptamide and phenylethylamide interact with membrane or membrane proteins.
(R)-3-hydroxyoctanoic acid was synthesized to verify the molecule structure of phototemtide A, a cyclic lipopeptide with antiprotozoal activity. The rhabdopeptides are another class, which showed remarkable antiprotozoal effects. However, their mode of action was unknown. These compounds are relatively short peptide sequences, which contain hydrophobic residues, such as valine, leucine, or phenylalanine. Moreover, they possess N methylation, resulting in a rod-shaped highly hydrophobic structure. In this work, I synthesized eight new derivatives of rhabdopeptides for photo-affinity labeling (PAL). These molecules should react covalently under UV-light irradiation with the biological target of the peptides. In addition, these derivatives can be enriched in a pull-down assay using click chemistry. Afterward, analytic methods such as mass detection (proteome analysis) can be applied to elucidate the protein targets.
The PAX peptides derivatives are well-known to have anti-microbial activities and believed to be secreted into the environment by the producing bacteria. However, I found that the majority of these peptides are located in the cell pellet fraction and not in the supernatant. This has been shown through quantification using HPLC MS. New PAX derivatives were synthesized, which carry a moiety suitable for covalent modification using click-chemistry, therefore being functionalizable with a fluorescence dye. In collaboration with Dr. Christoph Spahn (Prof. Dr. Mike Heilemann group), we used confocal, as well as super-resolution microscopy, in particular, single-molecule localization microscopy (SMLM) to investigate the spatial distribution of clickable PAX molecules and revealed that they localize at the bacterial membrane. Furthermore, bioactivity assays revealed that the promotor exchanged X. doucetiae PAX mutants, which do not produce PAX molecules without chemical induction (hereby termed as pax-), were more susceptible to several insect AMPs tested. Based on these findings, a new dual mechanism of action for PAX was proposed. Besides the previously shown antimicrobial activity, these molecules with a positive net charge of +5 (pH = 7) would bind to the negatively charged bacterial surface. Hereby, the surface charge (typically negative) would be inversed resulting in a protective effect for Xenorhabdus against other positively charged AMPs. Furthermore, PAX was investigated as AMP against E. coli to study its antimicrobial mechanism of action. Here, the results show that PAX can disrupt the E. coli membrane at higher concentrations (> 30 µg/ml), enter the cytosol, and lead to reorganization of subcellular structures, such as the nucleoid during this process.
Another aspect of secondary analysis is the application of proteomic analysis. Therefore, I induced X. nematophila, X. szentirmaii, and P. luminescens with insect lysate. These samples were analyzed using HPLC-MS/MS (Q Exactive) together with a database approach (Maxquant/Andromeda). The results showed that in all strains the lipid degradation and the glyoxylate pathway were induced. This is in line with the given insect lysate diet, which mostly contained lipids. Moreover, several interesting unknown peptides and proteins were also upregulated and might get into the focus of future research.
The genus Giraffa likely evolved around seven million years ago in Indo-Asia and spread over the Arabian-African land bridge into Eastern Africa. The oldest fossil of the African lineage was found in Kenya and dated to 7-5.4 Mya. Beside modern giraffe, four additional African species have likely existed (G. gracilis, G. pygmaea, G. stillei, and G. jumae). Based on their morphological similarities, G. gracilis is often considered to be the closest relative of the modern giraffe. Nevertheless, the phylogeny within the genus Giraffa is largely unresolved.
Modern giraffe (Giraffa sp.) have been neglected by the scientific community for a long time and still very little is known about their biology. Traditionally, present-day giraffe have been considered a single species (G. camelopardalis) which is divided into six to eleven subspecies, with nine subspecies being the most accepted classification. This classification was based on morphological differences and geographic ranges. However, recent genetic analyses found hidden diversity within Giraffa and proposed four genetically distinct giraffe species (G. camelopardalis, G. reticulata, G. tippelskirchi, G. giraffa) with presumably little gene flow among them.
Gene flow on a population level is the exchange of genetic information among populations facilitated by the migration of individuals between populations. Additionally, it is an important criterion to delineate species, because many species concepts, especially the Biological Species Concept, rely on the concept of reproductive isolation. Yet, new genetic methods are identifying an increasing number of species that show signs of introgressive hybridization or gene flow among them. Therefore, strict reproductive isolation cannot always be applied to delineate species, especially in young, probably still diverging, species such as giraffe.
Therefore, giraffe are ideal study organisms to investigate the level of gene flow in recently diverged species with adjacent or potentially overlapping ranges. Furthermore, their recent classification as “Vulnerable” by the IUCN and their unreliable distribution maps require the genetic evaluation of their population structure, distribution and conservation status.
In Publication 1 (Winter et al. (2018a), Ecological Genetics and Genomics, 7–8, 1–5), I studied the distribution and matrilineal population structure of Angolan giraffe (G. giraffa angolensis) using sequences from the cytochrome b gene (1,140 bp) and the mitochondrial control region for individuals from across their known range and beyond, and additionally including individuals from all known giraffe species and subspecies. The reconstruction of a phylogenetic tree and a mitochondrial haplotype network allowed to identify the most easterly known natural population of Angolan giraffe, a population that was previously assigned to their sister-subspecies South African giraffe (G. giraffa giraffa), indicating the limit of classification by morphology and geography. Furthermore, the analyses show that Namibia’s iconic desert-dwelling giraffe population is genetically distinct, even from the nearest population at Etosha National Park, suggesting very limited, if any, natural exchange of matrilines. Yet, no geographic barriers are known for this region that would prevent genetic exchange. Therefore, the two populations are likely on different evolutionary trajectories. Limited individuals with an Etosha haplotype further suggest that translocation of Etosha giraffe into the desert population had only a minor impact on the local population. Two separate haplogroups within Etosha National Park suggest an “out of Etosha” radiation of Angolan giraffe to the East followed by a later back-migration.
In Publication 2 (Winter et al. (2018b), Ecology and Evolution, 8(20), 10156–10165), I investigated the genetic population structure of giraffe across their range (n = 137) with focus on the amount of gene flow among the proposed giraffe species with a 3-fold increased set of nuclear introns (n = 21). Limited gene flow of less than one effective migrant per generation, even between the closely related northern (G. camelopardalis) and reticulated giraffe (G. reticulata) further supports the existence of four giraffe species by a different methodology, gene flow. This is significant because most species concepts build on reproductive isolation. Furthermore, this result is corroborated by four distinct major clades in a phylogenetic tree analysis, and distinct clusters in Principal Component Analysis and STRUCTURE analysis. All these analyses suggest a low level of genetic exchange among the four giraffe species and, therefore, a high degree of reproductive isolation in accordance with the Biological Species Concept (BSC). In Addition, only a single individual in 137 was identified as being potential of natural hybrid origin, which promotes the four-species concept further. ...
A novel role for mutant mRNA degradation in triggering transcriptional adaptation to mutations
(2020)
Robustness to mutations promotes organisms’ well-being and fitness. The increasing number of mutants in various model organisms, and humans, showing no obvious phenotype (Bouche and Bouchez, 2001; Chen et al., 2016b; Giaever et al., 2002; Kok et al., 2015) has renewed interest into how organisms adapt to gene loss. In the presence of deleterious mutations, genetic compensation by transcriptional upregulation of related gene(s) (also known as transcriptional adaptation) has been reported in numerous systems (El-Brolosy and Stainier, 2017; Rossi et al., 2015; Tondeleir et al., 2012); however, the molecular mechanisms underlying this response remained unclear. To investigate this phenomenon, I develop and study multiple models of transcriptional adaptation in zebrafish and mouse cell lines. I first show that transcriptional adaptation is not caused by loss of protein function, indicating that the trigger lies upstream, and find that the response involves enhanced transcription of the related gene(s). Furthermore, I observe a correlation between levels of mutant mRNA degradation and upregulation of related genes. To investigate the role of mutant mRNA degradation in triggering the response, I generate mutant alleles that do not transcribe the mutated gene and find that they fail to induce a transcriptional response and display stronger phenotypes. Transcriptome analysis of alleles displaying mutant mRNA degradation revealed upregulation of a significant proportion of genes displaying sequence similarity with the mutated gene’s mRNA, suggesting a model whereby mRNA degradation intermediates induce transcriptional adaptation via sequence similarity. Further mechanistic analyses suggested RNA-decay factors-dependent chromatin remodeling, and repression of antisense RNAs to be implicated in the response. These results identify a novel role for mutant mRNA degradation in buffering against mutations. Besides, they hold huge implications on understanding disease-causing mutations and shall help in designing mutations that lead to minimal transcriptional adaptation-induced compensation, facilitating studying gene function in model organisms.
Even one century after Santiago Ramón y Cajal’s groundbreaking contribu- tions to neuroscience, one of the most fundamental questions in the field is still largely open, namely understanding how the shape of a dendrite is adapted to its specific biological function. A systematic investigation of this problem is challenging both technically and conceptually because neurons have diverse genetic, molecular, morphological, connectional and functional properties.
In the light of the preceding, dendritic arborisation (da) neurons of the Drosophila melanogaster larva PNS have proven to be an excellent model system for the study of such growth and patterning processes. Structure and function in these cell classes are intimately intertwined, as class type-specific dendritic arbour differentiation processes are required to satisfy a given phys- iological need. Also, there is a remarkable genetic toolkit that enables one to selectively and reproducibly label, image and manipulate each one of these sensory neuron classes. In this thesis, I address the aforementioned open problem by linking single-cell patterning, information processing and wiring optimisation in sensory da neurons to behaviour in Drosophila larva.
In particular, I study Class I ventral peripherical dendritic arborisation (c1vpda) neurons. These are a class of proprioceptive neurons that relay information on the position of the larva’s body back to the CNS during crawling behaviour to assure proper locomotion. Their stereotypical comb- like shaped dendritic branches spread along the body-wall, and they get noticeably deformed during crawling behaviour. The bending of the den- dritic branches is hypothesised to be a possible mechanism to transduce the mechanosensory inputs arising from cuticle folding. Interestingly, c1vpda neurons do not necessarily satisfy optimal wiring constraints since they are required to pattern into a specific shape to fulfil their function. Therefore, I considered the da system to study how the specific functional requirements may be combined with optimal wiring constraints during development.
Although the molecular machinery of dendrite patterning in c1vpda neurons is well studied, the precise elaboration of the comb-like shaped dendrites of these cells remains elusive. Moreover, even though a lot of work has been put into the description and quantification of growth processes of the nervous system, there are still few solid and standardised models of arbour staging and patterning. Importantly, the defining parameters that determine the dendrite elaboration program that in turn is responsible for creating the final arbour morphology are still unknown. As a result, unraveling possible universal stages of dendrite elaboration shared between different model systems and cell types is challenging.
Thus, in order to understand the development of the fine regulation of branch outgrowth that leads to the observed terminal arbour morphology in the mature cell, I collected in vivo, long-term, non-invasive high temporal res- olution time-lapse recordings of dendritic trees during the differentiation process in the embryo and its maturation phase in the larva. For further analysis, I developed new algorithms that quantified the structural changes in dendrite morphology in the time-lapse videos. My approach provides a framework to analyse such developmental data, or any dataset comprising continuous morphological dynamical processes in an unbiased way. Using these newly developed methods, I examined the development of a sample of c1vpda cells and identified five stages of differentiation in these data: initial stem polarization, extension, pruning, stabilization, and isometric stretching during larval stages.
The beginning of the growth process is marked by the polarisation of the main stem. Subsequently, during the extension phase, branches emerge interstitially from the existing main stem. Later, higher-order branches sprout from pre-existing lateral branches, increasing arbour complexity. This is followed by a pruning stage where developmental intermediate dendritic branches are removed. This step leads to a spatial rearrangement of the dendritic tree. The end of the pruning step is followed by a stabilisation period where arbour morphology remains virtually unaltered in the embryo. After hatching, c1vpda dendrites experience an isometric scaling, with their branching complexity and pattern being invariant across all larval stages.
After dissecting the c1vpda dendrites spatiotemporal differentiation process, I established a link between dendritic shape and behaviour. I measured intra- cellular Ca++ activity in the dendrite branches of l1 larvae during forward locomotion, while simultaneously recording branch deformation using a dual genetic line. I reported that post-embryonic c1vpda dendrites Ca++ responses increased in freely crawling larvae. Furthermore, I showed strong correlations between Ca++ signal and deformation of the comb-like dendritic ranches during body-wall contractions.
Then, using a geometrical model, I provided evidence that the pruning stage could reorganise the dendrite morphology to maximise mechanosensory re- sponses during body wall contraction. I showed that the angle orientation of each side branch correlates with the bending curvature and thus with the me- chanical displacement of the cell membrane during locomotion. During the pruning phase, I observed a preferential reduction of less efficient branches with low bending curvature, influencing the mechanisms of dendritic sig- nal integration of c1vpda sensory neurons. I proceeded to quantify branch dynamics at single tip resolution during pruning, providing evidence that a simple random pruning mechanism is sufficient to remodel the tree structure compatible with the observed way.
I used these time-lapse data to constrain a new computational noisy growth model with random pruning based on optimal wiring principles. This model is able to generate highly realistic synthetic c1vpda morphologies. The model furthermore requires few parameters to generate highly accurate temporal development trajectories and morphologies at single-cell level. Utilising this data and model enabled me to investigate upon the hypothesis that a noisy dendrite growth and random pruning mechanism synergise to achieve den- dritic trees efficient in terms of both wiring and function. My findings show how single neurons can create functionally specialised dendrites while min- imising wiring costs, elucidating how general principles of self-organisation may be involved in the generation of these structures.
The growing number of infections with multi-resistant bacteria or the current COVID-19 pandemic put compounds with therapeutic properties into the public focus. Non-ribosomal peptides (NRPs) are natural products that are already marketed as antibiotics, cytotoxic agents or immunosuppressants. Their biological activities rely on the structural diversity including non-proteinogenic amino acids (AAs), heterocycles or modifications like methylation or acylation.
The biosynthesis of NRPs is carried out by non-ribosomal peptide synthetases (NRPSs). These multifunctional megaenzymes show a modular architecture like in an assembly-line. Each module is thereby responsible for the incorporation and modification of one AA and therefore contains different catalytic domains. The adenylation (A) domain recognizes and activates its specific substrate in an ATP-dependent manner which is transferred to a 4’-phosphopantetheine cofactor post-translationally attached to the thiolation (T) domain. Peptide bond formation between two T domain bound substrates catalysed by the condensation (C) domain transfers the growing peptide chain to the following module. Such a C-A-T module can be extended with optional domains to integrate structural diversity and a terminal thioesterase (TE) domain usually releases the peptide via hydrolysis or intramolecular attack of nucleophiles. Inspired by the modular architecture, NRPS engineering deals with the modification of NRPs in order to increase biological activities, circumvent bacterial resistances or create de novo peptides. This can be achieved by mutasynthesis or modification of the substrate binding pocket as well as single and multiple domain substitution. However, the few successful approaches led to impaired enzymes and did not establish a general applicable guideline. In the first publication as part of this work, the development of such a guideline comprising three rules is addressed. First, the A-T-C tridomain named exchange unit (XU) is seen as a catalytic unit instead of a module. When using them as building blocks, the C domain’s specificity for the AA of the following XU has to be considered as second rule. Third, a conserved WNATE motif within the C-A linker depicts the fusion point of the XUs. Upon heterologous expression of the cloned plasmids in E. coli and high performance liquid chromatography coupled mass spectrometry-based analysis of the extracts, the ambactin-producing NRPS from Xenorhabdus was reprogrammed with one and two XUs. This only leads to a moderate loss of production titre or an even higher one when the AA configuration was changed by introducing a dual condensation/epimerization (C/E) domain. The pentamodular GameXPeptide-producing NRPS was reconstructed using up to five XUs of four different NRPSs and even completely de novo synthetases were created. The second publication describes the exchange unit condensation domain (XUC) concept and relies on a fusion point between the two subdomains (N-terminal CDsub and C-terminal CAsub) of the C domain’s V-shaped pseudodimeric structure which generates A-T didomains with flanking CAsub and CDsub. These hybrid C domain-forming building blocks depict an improvement to the XU concept by avoiding the drawback of C domain specificity. This allows a more flexible NRPS engineering that can e.g. enable peptide library design. Furthermore, beside a combination of both concepts within one NRPS and a transfer to Bacillus NRPSs, the use of XUC with relaxed A domain specificity allowed further peptide modifications by introducing non-natural AAs. The third publication deals with aldehyde and alcohol-generating reductase (R) domains which depict an alternative for peptide release in NRPSs. A promoter exchange in X. indica identified a pyrazine-producing NRPS with a minimal architecture of an A, T and R domain and was therefore termed ATRed. R domains were additionally used in engineered NRPSs to produce pyrazinones and derivatives thereof by XU substitution although most constructs failed to show production. Beyond that, an R domain has been shown to replace a TE domain in wild type synthetases leading to slightly modified NRPs and the postulated biosynthesis was incidentally revised. Furthermore, an NRPS with terminal R domain was engineered to produce a free peptide aldehyde, which are known to be potent proteasome inhibitors. For the above mentioned ATReds, the presence of up to three coding regions was further identified in 20 different Xenorhabdus strains but only six of them were verified to produce pyrazines. All ATReds share variable sequence similarities among each other and were subsequently divided into three subtypes. One subtype is supposed to perform the pyrazine biosynthesis via a non-canonical catalytic triad.
Photorhabdus and Xenorhabdus bacteria live in a highly specific symbiosis with nematodes that belong to the genus of Heterorhabditis and Steinernema, respectively. These cruiser type nematodes actively search for soil-dwelling insects and infect them via natural openings. Inside of the insect, the bacteria are released into the hemocoel where they start producing an array of secondary metabolites to bypass the insect immune system and kill the prey within 48 hours. Many of those natural products possess bioactivities against other bacteria, fungi, protozoa or insects, which makes them interesting candidates for pharmaceutical applications. Even though advanced molecular biological methods in combination with bioinformatics tools can now be used to predict biosynthetic gene clusters (BGCs) and their products, there are still many BGCs with unknown products. Even for the plethora of natural products that were successfully identified in the last couple of years, the exact ecological function often remains elusive, as laboratory conditions can vary considerably from the natural environment of the bacteria. Knowledge about the natural conditions that stimulate, or repress production of certain natural products and their underlying regulatory mechanisms yield new approaches for natural product research and enables possibilities for selective manipulations of the regulatory cascades.
The overarching goal of this work was to examine the regulatory networks in Photorhabdus and Xenorhabdus strains. The first part of this work focused on the Hfq-dependent regulation of specialized metabolite production. In those genera, the RNA chaperone, Hfq, represses expression of hexA, which encodes for a global transcriptional regulator that acts as the master repressor for SM production. Multiple global approaches were used to identify the sRNA ArcZ, which targets a specific region in the 5’-untranslated region of the hexA mRNA and ultimately guides Hfq in order to repress its expression. It was shown that a deletion of arcZ led to a drastic reduction of SM production in Photorhabdus and Xenorhabdus, consistent with the phenotype of their respective hfq deletion mutants. Transcriptomic profiling revealed far-reaching effects on the transcriptome, with up to 735 coding sequences significantly affected in the arcZ deletion strain. Finally, it was shown that the resulting chemical background, devoid of SMs, in combination with targeted promotor exchange can be used to exclusively overproduce a desired natural product, representing an alternative route of genetic manipulation.
The second part of this work focused on the influence and identification of insect related compounds that affect SM production in P. laumondii, X. szentirmaii and X. nematophila. Insect homogenate was generated from G. mellonella larvae, a model host for these bacteria. Supplementation of the cultivation medium with homogenate induced considerable shifts in the SM profiles of those bacteria. A global effect on the transcriptional output was determined by transcriptomic profiling. The core response to the simulation of an insect environment consisted of ten CDS, eight of which are involved in the degradation of fatty acids or the import of maltose and maltodextrin into the cells. Two abundant components in the insect homogenate, trehalose and putrescin, were added to the cultivation medium of those strains and subsequent HPLC-MS analysis revealed a direct correlation of their concentration in the medium and the production titres of certain SMs. These results indicated that the bacteria sense the insect environment via different insect specific components in order to initiate a metabolic adjustment, which is probably required for adaptation to the insect host.
The last part of this work examined the influence of other, so far not directly related genes on SM production, based on the isolation of P. laumondii transposon-insertion mutants with clear phenotypic alterations. Re-sequencing and SM profiling of the mutant strains revealed that a transposon-insertion in the gene encoding for a putative DNA-adenine methyltransferase affected SM production. The phenotype was confirmed by deleting this gene. Based on Single-Molecule Real-Time sequencing, the complete methylome of the WT, deletion- and complementation mutant were analysed (experimental work performed by Sacha J. Pidot, Melbourne, Australia). No obvious alterations were detected in the methylation patterns of the strains, indicating that the dam gene product does not methylate the adenine in GATC-motifs, as it was described in literature for E. coli. This data raises the question what the function of the putative DNA-adenine methyltransferase is in P. laumondii and how it can influence the secondary metabolism. Even though there is currently no clear evidence, the potential role of epigenetic gene regulation mechanisms should be considered in further work.