579 Mikroorganismen, Pilze, Algen
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The mold Aspergillus fumigatus causes life-threatening infections in immunocompromised patients. Over the past decade new findings in research have improved our understanding of A. fumigatus-host interactions. One of them was the detection of localized areas of tissue hypoxia in the lungs of mice infected with A. fumigatus. The transcription factor hypoxia-inducible factor 1α (HIF 1α) is known as the central regulator of cellular responses to hypoxia. Under normoxia, this constitutively expressed protein is degraded by oxygen-dependent mechanisms in most mammalian cell types. Interaction with pathogens can induce HIF 1α stabilization under normoxic conditions in innate immune cells. Bacterial infection models revealed that hypoxic microenvironments and signaling via HIF 1α modulate functions of host immune cells. Moreover, it was recently described that in murine phagocytes, HIF 1α expression is essential to overcome an A. fumigatus infection. However, the influence of hypoxia and the role of HIF 1α signaling for anti-A. fumigatus immunity is still poorly understood, especially regarding dendritic cells (DCs), which are important regulators of anti-fungal immunity. In this study, the functional relevance of hypoxia and HIF 1α signaling in the response of human DCs against A. fumigatus has been investigated.
Hypoxia attenuated the pro-inflammatory response of DCs against A. fumigatus during the initial infection as shown by genome-wide microarray expression analyses and cytokine quantification. The up-regulation of maturation-associated molecules on DCs stimulated with A. fumigatus under hypoxia was reduced; however, these DCs possessed an enhanced capacity to stimulate T cells. This study thereby revealed divergent influence of hypoxia on anti-A. fumigatus DC functions that included both, inhibiting and enhancing effects.
HIF-1α was stabilized in DCs following stimulation with A. fumigatus under normoxic and hypoxic conditions. This stabilization was partially dependent on Dectin-1, the major receptor for A. fumigatus on human DCs. Using siRNA-based HIF 1α silencing combined with gene expression microarrays, a modulatory effect of HIF-1α on the anti-fungal immune response of human DCs was identified. Specifically, the transcriptomes of HIF-1α silenced DCs indicated that HIF-1α enhanced DC metabolism and cytokine release in response to A. fumigatus under normoxic and hypoxic conditions. This was confirmed by further down-stream analyses that included quantification of glycolytic activity and cytokine profiling of DCs. By that, this study demonstrated functional relevance of HIF 1α expression in DCs responding to A. fumigatus. The data give novel insight into the cellular functions of HIF 1α in human DCs that include regulation of the anti-fungal immune response under normoxia and hypoxia. The comprehensive transcriptome datasets in combination with the down-stream protein analyses from this study will promote further investigations to further characterize the complex interplay between hypoxia, activation of Dectin-1 and HIF-1α signaling in host responses against A. fumigatus.
Localization microscopy is a class of super-resolution fluorescence microscopy techniques. Localization microscopy methods are characterized by stochastic temporal isolation of fluorophore emission, i.e., making the fluorophores blink so rapidly that no two are
likely to be photoactive at the same time close to each other. Well-known localization microscopy methods include dSTORM}, STORM, PALM, FPALM, or GSDIM. The biological community has taken great interest in localization microscopy, since it can enhance the resolution of common fluorescence microscopy by an order of magnitude at little experimental cost.
However, localization microscopy has considerable computational cost since millions of individual stochastic emissions must be located with nanometer precision. The computational cost of this evaluation, and the organizational cost of implementing the complex algorithms, has impeded adoption of super-resolution microscopy for a long time.
In this work, I describe my algorithmic framework for evaluating localization microscopy data.
I demonstrate how my novel open-source software achieves real-time data evaluation, i.e., can evaluate data faster than the common experimental setups can capture them.
I show how this speed is attained on standard consumer-grade CPUs, removing the need for computing on expensive clusters or deploying graphics processing units.
The evaluation is performed with the widely accepted Gaussian PSF model and a Poissonian maximum-likelihood noise model.
I extend the computational model to show how robust, optimal two-color evaluation is realized, allowing correlative microscopy between multiple proteins or structures. By employing cubic B-splines, I show how the evaluation of three-dimensional samples can be made simple and robust, taking an important step towards precise imaging of micrometer-thick samples.
I uncover the behavior and limits of localization algorithms in the face of increasing emission densities.
Finally, I show up algorithms to extend localization microscopy to common biological problems.
I investigate cellular movement and motility by considering the in vitro movement of myosin-actin filaments. I show how SNAP-tag fusion proteins enable imaging with bright and stable organic fluorophores in live cells. By analyzing the internal structure of protein clusters, I show how localization microscopy can provide new quantitative approaches beyond pure imaging.
Marine sponges (phylum Porifera) are simple, sessile, filter-feeder animals. Microbial symbionts are commonly found in the sponge internal tissue, termed the mesohyl. With respect to the microbial content, sponges are classified as either low-microbial abundance sponges (LMA), or high-microbial abundance sponges (HMA). The HMA/LMA dichotomy was explored in this Thesis using the Red Sea sponges as experimental models. A range of methods encompassing transmission electron microscopy, 16S rRNA gene deep sequencing, and metatranscriptomics was employed towards this goal. Here, particular emphasis was placed on the functional analysis of sponge microbiomes.
The Red Sea sponges Stylissa carteri, Xestospongia testudinaria, Amphimedon ochracea, and Crella cyathophora were classified as HMA or LMA sponges using transmission electron microscopy. The diversity, specificity, and transcriptional activity of microbes associated with the sponges S. carteri (LMA) and X. testudinaria (HMA) and seawater were investigated using 16S rRNA amplicon pyrosequencing. The microbial composition of S. carteri was more similar to that of seawater than to that of X. testudinaria, which is consistent with the observation that the sequence data set of S. carteri contained many more possibly seawater sequences (~24%) than the X. testudinaria data set (~6%). The most abundant operational taxonomic units (OTUs) were shared between all three sources (S. carteri, X. testudinaria, seawater), while rare OTUs were unique to any given source. Despite this high degree of overlap, each sponge species contained its own specific microbiota. S. carteri microbiomes were enriched of Gammaproteobacteria and members of the genus Synechococcus and Nitrospira. Enriched members of X. testudinaria microbiomes included Chloroflexi, Deferribacteres, and Actinobacteria. The transcriptional activity of sponge-associated microorganisms was assessed by comparing 16S rRNA gene with transcript amplicons, which showed a good correlation.
The microbial functional gene repertoire of sponges and seawater from the Red Sea (X. testudinaria, S. carteri) and the Mediterranean (Aplysina aerophoba, Dysidea avara) were investigated with the environmental microarray GeoChip 4. Amplicon sequencing was performed alongside in order to assess microbial diversity. The typical microbial diversity patterns characteristic of HMA (abundance of Gammaproteobacteria, Chloroflexi, Acidobacteria, Deferribacteres, and others) and LMA sponges (abundance of Alpha-, Beta-, Gammaproteobacteria, Cyanobacteria, and Bacteroidetes) were confirmed. The HMA/LMA dichotomy was stronger than any possible geographic pattern based on microbial diversity (amplicon) and functional genes (GeoChip). However upon inspection of individual genes detected by GeoChip, very few specific differences were discernible, including differences related to microbial ammonia oxidation, ammonification (higher gene abundance in sponges over seawater) as well as denitrification (lower gene abundance). Furthermore, a higher abundance of a gene, pcc, representative of archaeal autotrophic carbon fixation was noted in sponges over seawater. Thirdly, stress-related genes, in particular those related to radiation, were found in lower abundances in sponge microbiomes than in seawater. With the exception of few documented specific differences, the functional gene repertoire between the different sources appeared largely similar.
The most actively expressed genes of S. carteri microbiomes were investigated with metatranscriptomics. Prokaryotic mRNA was enriched from sponge total RNA, sequenced using Illumina HiSeq technology, and annotated with the metagenomics Rapid Annotation using Subsystem Technology (MG-RAST) pipeline. High expression of archaeal ammonia oxidation and photosynthetic carbon fixation by members of the genus Synechococcus was detected. Functions related to stress response and membrane transporters were among the most highly expressed by S. carteri symbionts. Unexpectedly, gene functions related to methylotrophy were highly expressed by gammaproteobacterial symbionts. The presence of seawater-derived microbes is indicated by the phylogenetic proximity of organic carbon transporters to orthologs of members from the SAR11 clade. In summary, the most expressed functions of the S. carteri-associated microbial community were revealed and linked to the dominant taxonomic members of the microbiome.
In conclusion, HMA and LMA Red Sea sponges were used as models to gain insights into relevant themes in sponge microbiology, i.e. diversity, specificity, and functional activities. Overall, my Thesis contributes to a better understanding of sponge-associated microbial communities, and the implications of this association to marine ecology.
Marine sponges are the most ancient metazoans and of large ecological importance as drivers of water and nutrient flows in benthic habitats. Furthermore marine sponges are well known for their association with highly abundant and diverse microbial consortia. Microorganisms inhabit the extracellular matrix of marine sponges where they can make up to 35% of the sponge’s biomass. Many microbial symbionts of marine sponges are highly host specific and cannot, or only in very rare abundances, be found outside of their host environment. Of special interest is the candidate phylum Poribacteria that was first discovered in marine sponges and still remains almost exclusive to their hosts. Phylogenetically Poribacteria were placed into the Planctomycetes, Verrucomicrobia, Chlamydiae superphylum and similarly to many members of this superphylum cell compartmentation has been proposed to occur in members of the Poribacteria. The status as a candidate phylum implies that no member of Poribacteria has been obtained in culture yet. This restricts the investigations of Poribacteria and their interactions with marine sponges to culture independent methods and makes functional characterisation a difficult task.
In this PhD thesis I used the novel method of single-cell genomics to investigate the genomic potential of the candidate phylum Poribacteria. Single-cell genomics enables whole genome sequencing of uncultivated microorganisms by singularising cells from the environment, subsequent cell lysis and multiple displacement amplification of the total genomic DNA. This process yields sufficient amounts of DNA for whole genome sequencing and genome analysis. This technique and its relevance for symbiosis studies are discussed in this PhD thesis.
Through the application of single-cell genomics it was possible to increase the number of single-amplified genomes of the candidate phylum Poribacteria from initially one to a total of six. Analyses of these datasets made it possible to enhance our understanding of the metabolism, taxonomy, and phylum diversity of Poribacteria and thus made these one of the best-characterised sponge symbionts today. The poribacterial genomes represented three phylotypes within the candidate phylum of which one appeared dominant. Phylogenetic and phylogenomic analyses revealed a novel phylogenetic positioning of Poribacteria distinctly outside of the Planctomycete, Verrucomicorbia, Chlamydiae superphylum. The occurrence of cell compartmentation in Poribacteria was also revisited based on the obtained genome sequences and revealed evidence for bacterial microcompartments instead of the previously suggested nucleotide-like structures. An extensive genomic repertoire of glycoside hydrolases, glycotransferases, and other carbohydrate active enzymes was found to be the central shared feature between all poribacterial genomes and showed that Poribacteria are among those marine bacteria with the largest genomic repertoire for carbohydrate degradation. Detailed analysis of the carbohydrate metabolism revealed that Poribacteria have the genomic potential for degradation of a variety of polymers, di- and monosaccharaides that allow these symbionts to feed various nutrient sources accessible through the filter-feeding activities of the sponge host. Furthermore the poribacterial glycobiome appeared to enable degradation of glycosaminoglycan chains, one of the main building blocks of extracellular matrix of marine sponges. Different lifestyles resulting from the poribacterial carbohydrate degradation potential are discussed including the influence of nutrient cycling in sponges, nutrient recycling and scavenging. The findings of this thesis emphasise the long overlooked importance of heterotrophic symbionts such as Poribacteria for the interactions with marine sponges and represent a solid basis for future studies of the influence heterotrophic symbionts have on their sponge hosts.