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Institute
In den letzten Jahren findet die Wirkung von Polyphenolen auf den Alterungsprozess oder zur Behandlung von Krankheiten immer mehr Beachtung. Das Ziel dieser Arbeit war die Aufklärung der Wirkmechanismen der Polyphenole Gossypol, Curcumin und Quercetin, um Hinweise für neue oder verbesserte Therapieansätze zu erhalten. Die dazu durchgeführten Untersuchungen lieferten folgende Ergebnisse:
1. Der Ascomycet "P. anserina" eignet sich als Modellorganismus zur Untersuchung der Wirkmechanismen verschiedener Polyphenole, da die bereits aus der Literatur bekannten Effekte auf das Überleben höherer Organismen auch in "P. anserina" beobachtet wurden.
2. Die Mitochondrienfunktion spielt auf unterschiedliche Art eine Rolle in der Kompensation von Dysfunktionen oder Stressbedingungen in der Zelle und wirkt somit positiv auf die Regulation der Lebensspanne von "P. anserina". In der "PaSod3"-Deletionsmutante wurde eine Verschiebung der mitochondrialen Atmung von einer Komplex I-abhängigen hin zu einer vermehrt Komplex II-abhängigen Atmung festgestellt. Die damit verbundene Abnahme des mitochondrialen Membranpotentials dient neben der bereits bekannten hohen Superoxid-Menge als Signal zur Mitophagie-Induktion. Auch die Anpassung der Mitochondrienfunktion durch die erhöhte Bildung von mtRSCs, wie im Falle von Gossypol oder Quercetin, kann zur Kompensation von Dysfunktionen beitragen bzw. sie abschwächen.
3. Es gibt keinen grundlegenden gemeinsamen Wirkmechanimus der drei untersuchten Polyphenole. Zwar spielt Wasserstoffperoxid bei verschiedenen Stoffen eine Rolle, aber nicht bei allen. Zusätzlich wurde gezeigt, dass Wasserstoffperoxid abhängig von der vorherrschenden Konzentration wirkt und daher auch keine Allgemeingültigkeit des Effektes vorherzusagen ist. In niedrigen Konzentrationen sorgt Wasserstoffperoxid z. B. für eine Induktion der Autophagie und damit einhergehende eine Lebensverlängerung. Im Gegensatz dazu wirken hohe Wasserstoffperoxid-Konzentrationen lebensverkürzend und lösen verschiedene Formen von Zelltod aus.
4. Die Curcumin-vermittelte Langlebigkeit wurde das erste Mal in Verbindung mit einer funktionellen Autophagie gebracht. Im Detail führt die Behandlung mit Curcumin durch eine PaSOD1-abhängige leichte Erhöhung der Wasserstoffperoxid-Menge zu einer Induktion von nicht-selektiver Autophagie. Die induzierte Autophagie ist Ursache der Lebensverlängerung durch Curcumin.
5. Gossypol wirkt in Abhängigkeit der mitochondrialen Permeabilitäts-Transitionspore bzw. von ihrem Regulator Cyclophilin D. Hierbei verstärkt die deutlich erhöhte Wasserstoffperoxid-Menge wahrscheinlich die Induktion von programmiertem Zelltod. Gleichzeitig wird eine cytoprotektive Form von Autophagie und ein scheinbar ATG-unabhängiger Abbau von Mitochondrien induziert.
6. Quercetin wirkt in "P. anserina" abhängig vom Methylierungs-Status. Untersuchungen mit Mutanten der "O"-Methyltransferase PaMTH1 ergaben die Notwendigkeit der Anwesenheit von PaMTH1 für den lebensverlängernden Effekt von Quercetin. Analysen mit dem methylierten Derivat Isorhamnetin verdeutlichten diese Abhängigkeit und zeigten zudem, dass Quercetin sowohl in der methylierten als auch unmethylierten Form Effekte hervorruft. Jedoch sind nur die Effekte des unmethylierten Quercetin unabhängig von der Lebensverlängerung und eher schädlich für die Zelle.
Im Kindes- und Jugendalter gehoert das Rhabdomyosarkom zu den haeufigsten Weichteilsarkomen. Bisher belaeuft sich das Therapieverfahren auf chirurgische Entfernung, gefolgt von Chemotherapie, bzw. bei nicht-operablen Faellen auf Radiotherapie und Chemotherapie, jedoch haben sich die Ueberlebenschancen fuer Patienten mit einer Erkrankung in metastasiertem oder rezidiviertem Stadium trotz intensiver Forschung ueber mehrere Jahrzehnte hinweg kaum gebessert und bleiben bei unter 30%. Neue therapeutische Strategien versuchen das Immunsystem des Patienten zu modulieren und dieses gezielter oder aggressiver gegen Tumorzellen zu machen. Nebst direkter Injektion von Zytokinen oder Antikoerpern bietet die adoptive Immunzelltherapie einen vielversprechenden Ansatz. In der vorliegenden Arbeit lag der Fokus auf Natuerlichen Killer- (NK) Zellen, da diese ein hohes zytotoxisches Potential gegenueber Tumorzellen aufweisen. Eine der groessten Herausforderungen der NK-Zellforschung ist die Breitstellung ausreichender Mengen an NK-Zellen mit optimaler antitumoraler Funktion fuer den klinischen Einsatz. Viele aktuell erprobte NK-Zellexpansionsstrategien basieren auf der Verwendung von Hilfs- oder Feeder-Zellen (Versorgerzellen), die jedoch vor der Applikation in Patienten aus dem finalen Produkt entfernt werden muessen. In der vorliegenden Arbeit sollten Feeder-zellfreie NK-Zellexpansionsprotokolle unter Verwendung von Gammakettenzytokinen getestet werden.
Interleukin (IL-) 15 erwies sich dabei vor allem fuer die Vermehrung der NK-Zellen als besonders foerderlich. Im Vergleich dazu fielen die Expansionsraten mit IL-2 oder IL-21 geringer aus. Interessanterweise wurde der expansionsfoerdernde Effekt von IL-15 durch dauerhafte Anwesenheit von IL-21 im Kulturmedium gehemmt. Ein kurzer, dreitaegiger IL-21-Boost am Ende der Expansionsphase wirkte sich wiederum positiv auf die NK-Zellexpansionsraten aus. Zudem zeigte sich durch IL-21 ein vermehrtes Auftreten von NK-Zellen des reiferen CD16posCD56dim Phaenotyps, der die zytotoxische Funktion vermittelt. Bei Degranulationsuntersuchungen wurden eine IL-21-induzierte Exozytoseaktivitaet und die vermehrte Ausschuettung von Perforin und Granzym B, welche Apoptose in den Zielzellen ausloesen, beobachtet. Vor allem der dreitaegige Boost mit IL-21 bewirkte eine gesteigerte Zytotoxizitaet gegenueber Tumorzellen, insbesondere gegenueber Rhabdomyosarkomzellen.
Auf dieser Grundlage bot es sich an fuer die NK-Zellexpansion ein Zwei-Phasen-Protokoll anzuwenden, bestehend aus einer initialen Proliferationsphase mit IL-15 und einem anschliessendem IL-21-Boost, durch den die antitumorale Funktionalitaet der NK-Zellen gesteigert wurde. Dieses IL-15+21boost-Protokoll wurde mit anderen Kombinationen aus den Gammakettenzytokinen IL-2, IL-15 und IL-21 verglichen und stellte sich hinsichtlich der NK-Zellexpansionsraten, der Degranulationskapazitaet und der damit verbundenen Zytotoxizitaet als den anderen Protokollen ueberlegen heraus.
Zytokinexpandierte NK-Zellen zeigten eine hoehere Rezeptorexpression an ihren Oberflaechen als unstimulierte Zellen. Die Expansion mit dem IL-15+21boost-Protokoll bewirkte die hoechste Dichte des Todesrezeptors TRAIL, jedoch auch der inhibitorischen KIR2D-Rezeptorfamilie. Fuer andere Oberflaechenmarker ergab sich jeweils eine mittlere Expressionsdichte verglichen mit dem IL-15- bzw. dem IL-15+21-Expansionsprotokoll. Die Sekretion von proinflammatorischen Zytokinen wie Interferon-gamma (IFN-g) und Tumor-Nekrose-Faktor-alpha (TNF-a) wurde zudem verstaerkt durch IL-21 angeregt, aber ebenso die Sekretion des immunsupprimierenden IL-10.
Weiter wurden die zytoinexpandierten NK-Zellen zur UEberpruefung ihrer in vivo Funktionalitaet anhand eines praeklinischen Xenograftmodells unter Verwendung von NOD SCID IL-2-Rgamma-/- (NSG) Maeusen und der Technologie der in-vivo-Biolumineszenzbildgebung getestet. Dabei konnte beobachtet werden, dass die NK-Zellen das Wachstum luciferaseexprimierender humaner Rhabdomyosarkome verlangsamten. Die Wirksamkeit der IL-15+21boost-expandierten NK-Zellen zeigte sich vor allem in einem kombinierten Ansatz, bei dem die Tumore zunaechst mit ionisierender Strahlung behandelt wurden und residuale Rhabdomyosarkomzellen anschliessend durch den adoptiven Transfer von humanen NK-Zellen in ihrem Wachstum gehemmt waren, solange die NK-Zelltherapie andauerte. Somit stellte sich die Kombination aus Bestrahlung und NK-Zelltransfer als wirksamer im Einsatz gegen Rhabdomyosarkome heraus als die alleinige Behandlung der Tumore durch Radiotherapie.
Zusammengefasst konnte in dieser Arbeit ein NK-Zellexpansionsprotokoll entwickelt werden, dass durch den ausschliesslichen Einsatz von Gammakettenzytokinen zu einem funktionalen NK-Zellprodukt fuehrte, welches auch in vivo lytische Aktivitaet gegenueber Rhabdomyosarkomzellen aufwies.
Microsporidia are a group of parasites that infect a wide range of species, many of which play important roles in agriculture and human disease. At least 14 microsporidian species have been confirmed to cause potentially lifethreatening infectious diseases in both immunocompromised and immunocompetent humans. Approximately 1,400 species of microsporidia have been described. Depending on their host and habitat they are classified into three groups, the aquasporidia, the terresporidia and the marinosporidia.
Microsporidia were originally classified as fungi by Naegeli (1857). However, their lack of typical eukaryotic components – such as mitochondria, Golgi bodies or peroxisomes – suggested to place the microsporidia together with other amitochondriate protists within the Archezoa kingdom. This "microsporidia-early" hypothesis was further supported by molecular phylogenies inferred from individual genes. Despite this evidence, the placement of microsporidia as an early branching eukaryote remained a topic for debate. The phylogeny of microsporidia is prone to suffer from biases in their reconstruction. The high evolutionary rate of microsporidian proteins tends to place these proteins together with other fast evolving lineages, a phenomenon known as long-branch attraction. In 1996, the first molecular phylogenetic studies placed the microsporidia inside the fungi.
Subsequently, several further studies located the microsporidia at different positions inside the fungal clade. Since then, microsporidia have been considered as members of the Ascomycota, Zygomycota, Cryptomycota, or as a sister group to the Ascomycota and Basidiomycota, or even as the sister group of all fungi.
The difficulties in determining the evolutionary origin of microsporidia are not only caused by their lack of several cellular components but also by their reduced genomes and metabolism. Being obligate intracellular parasites, microsporidia successfully reduced their genome sizes, down to the range of bacteria. As the smallest eukaryotic genome described so far, the genome of Encephalitozoon intestinalis is just 2.3 Mbp, about half the size of the one of Escherichia coli. Due to their low number of protein coding genes (less than 4,000), microsporidia are thought to retain only genes essential for their survival and development. Furthermore, several key metabolic pathways are missing in the microsporidia, such as the citric acid cycle, oxidative phosphorylation, or the de novo biosynthesis of nucleotides. As a result they are in an obligatory dependence on many primary metabolites from the hosts. However, the presence of hsp70 protein suggests a more complex genome of the microsporidian ancestor. Consequently, the small microsporidian genomes and the reduced metabolism would be consequences of a secondary loss process that molded the contemporary microsporidia from a functionally more complex ancestral species. However, it remains unclear whether the last common ancestor (LCA) of the microsporidia was already reduced, or whether the genome compaction was lineage-specific and started from a more complex LCA.
We investigated the evolutionary history of the contemporary microsporidia through the reconstruction and analysis of their LCA. As a first step in our analysis, we have developed and implemented a software facilitating an intuitive data analysis of the large presence absence-patterns resulting from the tracing of microsporidian proteins in gene sets of many different species. These so called phylogenetic profiles can now be dynamically visualized and explored with PhyloProfile. The software allows the integration of other additional information layers into the phylogenetic profile, such as the similarity of feature architecture (FAS) between the protein under study and its orthologs. The FAS score can be displayed along the presence-absence pattern, which can help to identify orthologs that have likely diverged in function. PhyloProfile closes the methodological gap that existed between tools to generate large phylogenetic profiles to delineate the evolutionary history and the contemporary distribution of large – and ultimately complete – gene sets, and the more function-oriented analysis of individual protein. In the next step we tackled the problem of how to transfer functional annotation from one protein to another. We have developed HamFAS that integrates a targeted ortholog search based on the HaMStR algorithm with a weighted assessment of feature architecture similarities (FAS) between orthologs. In brief, for a seed protein we identify orthologs in reference species in which proteins have been functionally annotated based on manually curated assignments to KEGG Ortholog (KO) groups. The FAS scores between the orthologs and seed proteins are calculated. Subsequently, we compute pairwise FAS scores for all reference proteins within a KO group. A group's mean FAS score serves then as cutoff that must be exceeded to warrant transfer of its KO identifier to the seed. A benchmark using a manually curated yeast protein set showed that HamFAS yields the best precision (98.5%) when compared with two state-of-the-art annotation tools, KAAS and BlastKOALA. Furthermore, HamFAS achieves a higher sensitivity. On average HamFAS annotates almost 50% more proteins than KAAS or BlastKOALA.
With this extended bioinformatics toolbox at hand, we aimed at reconstructing the evolutionary history of the microsporidia. We generated a robust phylogeny of microsporidia using a phylogenomics approach. As a data basis, we identified a set of microsporidian proteins encoded by 80 core genes with one-to-one orthologs. A maximum likelihood analysis of this data
with 48 fungi and additionally in 13 species from more distantly related such as animals and plants combined in a supermatrix strongly supported the hypothesis that microsporidia form the sister group of the fungi. We confirmed that the data explains this microsporidia-fungi relationship significantly better than any other of the previously proposed phylogenetic hypotheses.
On the basis of this phylogeny, and of the phylogenetic profiles of microsporidian proteins, we then focused on reconstructing the dynamics microsporidian genome evolution. Between 2% of the proteins in the compact microsporidia Encephalitozoon intestinalis and up to 49% of the proteins of Edhazardia aedis are private for individual microsporidian species. A comparison of the sequence characteristics of these proteins to that of proteins with orthologs in other microsporidian species revealed individual differences. Yet, without further evidences it remains unclear whether these private genes are indeed lineage-specific innovations contributing to the adaptation of each microsporidium to its host, or whether these are artifacts introduced in the process of gene annotation. A total of 14,410 microsporidian proteins could then be grouped into 1605 orthologous groups that can be traced back to the last common ancestor of the microsporidia (LCA set). We found that 94% of the microsporidian LCA proteins could be tracked back to the last eukaryotic common ancestor. The high evolutionary age of these proteins, together with the resistance against gene loss in the microsporidia suggests that the corresponding functions are essential for eukaryotic life. Further 3% of the LCA proteins could be dated to the common ancestor microsporidia share with the fungi. Only 3% of the LCA proteins appear as microsporidia specific inventions. These proteins are potentially of importance for the evolutionary of the obligate parasitic lifestyle nowadays shared by all microsporidia.
The functional annotation and metabolic pathway analysis of the microsporidian LCA protein set gave us more insight into the adaptation of the microsporidia to their parasitic lifestyle and the origin of the microsporidian genome reduction. The presence of E1 and E3 components of the pyruvate dehydrogenase complex and the mitochondrial hsp70 protein support an ancestral presence of mitochondria in the ancestral microsporidia. In addition, several ancient proteins that complement gapped metabolic pathways were found in the microsporidian LCA. They suggested a more complex genome and metabolism in the LCA. However, our reconstruction of the metabolic network of the microsporidian LCA still lacks many main pathways. For example, the TCA cycle for effective energy production, and key enzymes that are required for in vivo synthesis of critical metabolites like purines and pyrimidines appear absent. We therefore find that the parasitic lifestyle and the genome reduction already occurred in the microsporidian LCA. This ancestral state was followed by further losses and gains during the evolution of each individual microsporidian lineage.
The entire chemical modification repertoire of yeast ribosomal RNAs and the enzymes responsible for it have recently been identified. Nonetheless, in most cases the precise roles played by these chemical modifications in ribosome structure, function and regulation remain totally unclear. Previously, we demonstrated that yeast Rrp8 methylates m1A645 of 25S rRNA in yeast. Here, using mung bean nuclease protection assays in combination with quantitative RP-HPLC and primer extension, we report that 25S/28S rRNA of S. pombe, C. albicans and humans also contain a single m1A methylation in the helix 25.1. We characterized nucleomethylin (NML) as a human homolog of yeast Rrp8 and demonstrate that NML catalyzes the m1A1322 methylation of 28S rRNA in humans. Our in vivo structural probing of 25S rRNA, using both DMS and SHAPE, revealed that the loss of the Rrp8-catalyzed m1A modification alters the conformation of domain I of yeast 25S rRNA causing translation initiation defects detectable as halfmers formation, likely because of incompetent loading of 60S on the 43S-preinitiation complex. Quantitative proteomic analysis of the yeast Δrrp8 mutant strain using 2D-DIGE, revealed that loss of m1A645 impacts production of specific set of proteins involved in carbohydrate metabolism, translation and ribosome synthesis. In mouse, NML has been characterized as a metabolic disease-associated gene linked to obesity. Our findings in yeast also point to a role of Rrp8 in primary metabolism. In conclusion, the m1A modification is crucial for maintaining an optimal 60S conformation, which in turn is important for regulating the production of key metabolic enzymes.
The entire chemical modification repertoire of yeast ribosomal RNAs and the enzymes responsible for it have recently been identified. Nonetheless, in most cases the precise roles played by these chemical modifications in ribosome structure, function and regulation remain totally unclear. Previously, we demonstrated that yeast Rrp8 methylates m1A645 of 25S rRNA in yeast. Here, using mung bean nuclease protection assays in combination with quantitative RP-HPLC and primer extension, we report that 25S/28S rRNA of S. pombe, C. albicans and humans also contain a single m1A methylation in the helix 25.1. We characterized nucleomethylin (NML) as a human homolog of yeast Rrp8 and demonstrate that NML catalyzes the m1A1322 methylation of 28S rRNA in humans. Our in vivo structural probing of 25S rRNA, using both DMS and SHAPE, revealed that the loss of the Rrp8-catalyzed m1A modification alters the conformation of domain I of yeast 25S rRNA causing translation initiation defects detectable as halfmers formation, likely because of incompetent loading of 60S on the 43S-preinitiation complex. Quantitative proteomic analysis of the yeast Δrrp8 mutant strain using 2D-DIGE, revealed that loss of m1A645 impacts production of specific set of proteins involved in carbohydrate metabolism, translation and ribosome synthesis. In mouse, NML has been characterized as a metabolic disease-associated gene linked to obesity. Our findings in yeast also point to a role of Rrp8 in primary metabolism. In conclusion, the m1A modification is crucial for maintaining an optimal 60S conformation, which in turn is important for regulating the production of key metabolic enzymes.
The basidiomycete smut fungi are predominantly plant parasitic, causing severe losses in some crops. Most species feature a saprotrophic haploid yeast stage, and several smut fungi are only known from this stage, with some isolated from habitats without suitable hosts, e.g. from Antarctica. Thus, these species are generally believed to be apathogenic, but recent findings that some of these might have a plant pathogenic sexual counterpart, casts doubts on the validity of this hypothesis. Here, four Pseudozyma genomes were re-annotated and compared to published smut pathogens and the well-characterised effector gene Pep1 from these species was checked for its ability to complement a Pep1 deletion strain of Ustilago maydis. It was found that 113 high-confidence putative effector proteins were conserved among smut and Pseudozyma genomes. Among these were several validated effector proteins, including Pep1. By genetic complementation we show that Pep1 homologs from the supposedly apathogenic yeasts restore virulence in Pep1-deficient mutants Ustilago maydis. Thus, it is concluded that Pseudozyma species have retained a suite of effectors. This hints at the possibility that Pseudozyma species have kept an unknown plant pathogenic stage for sexual recombination or that these effectors have positive effects when colonising plant surfaces.
To date, chemicals are used ubiquitous in everyday life and an increasing consumption of pharmaceuticals and personal care products and industrial chemicals results in an increased water pollution. Conventional wastewater treatment plants are not able to completely remove the variety of (polar) organic compounds from today’s wastewater and thus serve as constant key point sources for the unintentional release of (micro-)pollutants into the aquatic environment. Anthropogenic micropollutants are detectable in very low concentrations in almost every aquatic compartment and may cause adverse effects on aquatic organisms. Considering the current situation of water pollution and to enhance water quality with regard to environmental and human health, the implementation of advanced wastewater treatment technologies, such as ozonation and activated carbon filtration was extensively discussed and investigated in recent years. Yet, besides their advantages regarding the efficient removal of a variety of recalcitrant, organic compounds as well as pathogens from the wastewater, it is known that especially the treatment with ozone may lead to the formation of largely unknown ozonation by-products with often unknown toxicity and unknown threats to human and the environment. To address these topics the joint research project TransRisk aimed at the “characterization, communication and minimization of risks originating from emerging contaminants and pathogens in the water cycle”. Within this research project the present thesis focuses on the ecotoxicological investigation of emerging waterborne contaminants, including their potential transformation products (TPs). Additionally, focus was laid on the investigation of combined effects of anthropogenic contaminants and pathogens with effects especially on aquatic invertebrate organisms.
The potential ecotoxicological effects of the antiviral drug acyclovir and two of its structurally identified TPs, were investigated on three aquatic organisms (Raphidocelis subcapitata, Daphnia magna and embryos of Danio rerio). While the parent compound acyclovir caused no acute toxicity up to a tested concentration of 100 mg/l on any of the investigated organisms, both TPs were shown to exhibit an increased aquatic toxicity. Carboxy-acyclovir, the biodegradation product of acyclovir, significantly reduced reproduction of D. magna by 40% at 102 mg/l, and the ozonation product COFA significantly inhibited growth of green algae R. subcapitata (EC10 = 14.1 mg/l). In the present case, advanced wastewater treatment was shown to lead to the formation of TPs, that reveal a higher toxicity towards investigated organisms, than the parent compound. Results highlight the necessity of further research related to the topic of identification and characterization of TPs, formed during advanced wastewater treatment processes.
To investigate the potential reduction or enhancement of toxic effects of nine differently treated wastewater effluents, selected bioassays with Daphnia magna, Lumbriculus variegatus and Lemna minor were conducted in flow-through test systems on a pilot treatment plant. The different treatment processes included ozonation of conventional biological treatment, with subsequent filtration processes as well as membrane bioreactor treatment in combination with ozonation. While exposure to the conventionally treated wastewater did not result in significant impairing effects on D. magna and L. minor, a reduced abundance of L. variegatus (by up to 46%) was observed compared to the medium control. Subsequent ozonation and additional filtration of the wastewater enhanced water quality, visible in an improved performance of L. variegatus. In general, direct evidence for the formation of toxic TPs due to the advanced wastewater treatments was not found, at least not in concentrations high enough to cause measurable effects in the investigated test systems. Additionally, no evidence for immunotoxic effects of the investigated wastewater effluents were observed. Yet, study-site- and species-specific effects hindered the definite interpretation of results. That underline the importance of a suitable test battery consisting of representatives of different taxonomic groups and trophic levels, to ensure a comprehensive evaluation of the complex matrix of wastewater and to avoid false-negative or false-positive results.
With aim to improve knowledge regarding immunotoxicity in invertebrates, the potential immunotoxic effects of the immunosuppressive pharmaceutical cyclosporine A (CsA) were investigated by applying the host-parasite model system Daphnia magna – Pasteuria ramosa in an adapted host resistance assay. Co-exposure to CsA and Pasteuria synergistically affected long-term survival of D. magna. Additionally, the enhanced virulence of the pathogen upon chemical co-exposure was expressed in synergistically increased infection rates and an increased speed of Pasteuria-induced host sterilization. In conclusion, results provide evidence for a suppressed disease resistance in a chemically stressed invertebrate host, highlighting the importance of investigating the conjunction of environmental pollutants and pathogens in the environmental risk assessment of anthropogenic pollutants.
Die Analyse von DNA-Sequenzen steht spätestens seit der Feststellung ihrer tragenden Rolle in der Vererbung organismischer Eigenschaften im Fokus biologischer Fragestellungen. Seit Kurzem wird mit modernsten Methoden die Untersuchung von kompletten Genomen ermöglicht. Dies eröffnet den Zugang zu genomweiten Informationen gegenüber begrenzt aussagekräftigen markerbasierten Analysen. Eine Genomsequenz ist die ultimative Quelle an organismischer Information. Allerdings sind diese Informationen oft aufgrund technischer und biologischer Gründe komplex und werfen meist mehr Fragen auf, als sie beantworten.
Die Rekonstruktion einer bislang unbekannten Genomsequenz aus kurzen Sequenzen stellt eine technische Herausforderung dar, die mit grundlegenden, aber in der Realität nicht zwingend zutreffenden Annahmen verbunden ist. Außerdem können biologische Faktoren, wie Repeatgehalt oder Heterozygotie, die Fehlerrate einer Assemblierung stark beeinflussen. Die Beurteilung der Qualität einer de novo Assemblierung ist herausfordernd, aber zugleich äußerst notwendig. Anschließend ist eine strukturelle und funktionale Annotation von Genen, kodierenden Bereichen und repeats nötig, um umfangreiche biologische Fragestellungen beantworten zu können. Ein qualitativ hochwertiges und annotiertes assembly ermöglicht genomweite Analysen von Individuen und Populationen. Diese Arbeit beinhaltet die Assemblierung und Annotation des Genoms der Süßwasserschnecke Radix auricularia und eine Studie vergleichender Genomik von fünf Individuen aus verschiedenen molekularen Gruppen (MOTUs).
Mollusken beherbergen nach den Insekten die größte Artenvielfalt innerhalb der Tierstämme und besiedeln verschiedenste, teils extreme, Habitate. Trotz der großen Bedeutung für die Biodiversitätsforschung sind verhältnismäßig wenige genomische Daten öffentlich verfügbar. Zudem sind Arten der Gattung Radix auch aufgrund ihrer großen geografischen Verbreitung in diversen biologischen Disziplinen als Modellorganismen etabliert. Eine annotierte Genomsequenz ermöglicht über bereits untersuchte Felder hinaus die Forschung an grundlegenden biologischen Fragestellungen, wie z.B. die Funktionsweise von Hybridisierung und Artbildung. Durch Assemblierung und scaffolding von sechs whole genome shotgun Bibliotheken verschiedener insert sizes und einem transkriptbasiertem scaffolding konnte trotz des hohen Repeatgehalts ein vergleichsweise kontinuierliches assembly erhalten werden. Die erhebliche Differenz zwischen der Gesamtlänge der Assemblierung und der geschätzten Genomgröße konnte zum Großteil auf kollabierte repeats zurückgeführt werden.
Die strukturelle Annotation basierend auf Transkriptomen, Proteinen einer Datenbank und artspezifisch trainierten Genvorhersagemodellen resultierte in 17.338 proteinkodierenden Genen, die etwa 12,5% der geschätzten Genomgröße abdecken. Der Annotation wird u.a. aufgrund beinhaltender Kernrthologen, konservierter Proteindomänenarrangements und der Übereinstimmung mit de novo sequenzierten Peptiden eine hohe Qualität zugesprochen.
Das mapping der Sequenzen von fünf Radix MOTUs gegen die R. auricularia Assemblierung zeigte stark verringerte coverage außerhalb kodierender Bereiche der nicht-Referenz MOTUs aufgrund hoher Nukleotiddiversität. Für 16.039 Gene konnten Topologien berechnet werden und ein Test auf positive Selektion ausgeführt werden. Insgesamt konnte über alle MOTUs hinweg in 678 verschiedenen Genen positive Selektion detektiert werden, wobei jede MOTU ein nahezu einzigartiges Set positiv selektierter Gene beinhaltet. Von allen 16.039 untersuchten Genen konnten 56,4% funktional annotiert werden. Diese niedrige Rate wird vermutlich durch Mangel an genomischer Information in Mollusken verursacht. Anschließende Analysen auf Anreicherungen von Funktionen sind deshalb nur bedingt repräsentativ.
Neben den biologischen Ergebnissen wurden Methoden und Optimierungen genomischer Analysen von Nichtmodellorganismen entwickelt. Dazu zählen eigens angefertigte Skripte, um beispielsweise Transkriptomalignments zu filtern, Trainings eines Genvorhersagemodells automatisiert und parallelisiert auszuführen und Orthogruppen bestimmter Arten aus einer Orthologievorhersage zu extrahieren. Zusätzlich wurden Abläufe entwickelt, um möglichst viele vorhandene Daten in die Assemblierung und Annotation zu integrieren. Etwa wurde ein zusätzliches scaffolding mit eigens assemblierten Transkripten mehrerer MOTUs sequenziell und phylogenetisch begründet ausgeführt.
Insgesamt wird eine umfassende und qualitativ hochwertige Genomsequenz eines Süßwassermollusken präsentiert, welche eine Grundlage für zukünftige Forschungsprojekte z.B. im Bereich der Biodiversität, Populationsgenomik und molekularen Ökologie bietet. Die Ergebnisse dieser Arbeit stellen einen Wissenszuwachs in der Genomik von Mollusken dar, welche bisher trotz ihrer Artenvielfalt deutlich unterrepräsentiert bezüglich assemblierter und annotierter Genome auffallen.
In conclusion, I described for the first time the in vivo functions of PAK2 during cardiac development and its requirement for heart contractility
AIM1 – Characterization of Pak2a and Pak2b functions during cardiovascular system development: description of the phenotype triggered by the loss of expression of pak2b in the pak2a mutant Firstly, in addition to the confirmation of the published data regarding the pak2a mutant and morphant phenotype, I showed that pak2bbns159 mutant does not exhibit morphological defects, neither in the ISV formation nor in the brain vascular patterning. More importantly, I analyzed in more details the phenotypic consequences of pak2a and pak2b loss of expression in the trunk and brain vasculatures. Indeed, the lack of blood flow in the embryos, was associated with central arteries migration defects and reduced lumen in these central arteries and the ISVs. Moreover, pak2a and pak2b loss of expression resulted in cardiac failure.
AIM2 – Role of Pak2 on cardiac contractility From 40 -46 hpf, I found a weaker heart contractility in the pak2ami149/mi149;pak2bbns159/bns159. Although, the PAK proteins have been shown to impact the actin cytoskeleton organization, the heart morphological defects associated with the altered contractility, were not associated with acto-myosin filament reorganization. However, by analyzing in more details the structure of the sarcomeres, I was able to demonstrate that the proteins constituting the sarcomeres were strongly affected and showed an altered spatial organization. Then, I also described the effects of the loss of expression of both paralogs on the junctional protein localization. I demonstrated the loss of Pak2 function resulted in junction protein rearrangement in the cardiomyocytes in the pak2ami149/mi149;pak2bbns159/bns159 mutants at 40 and 46 hpf.
Thus, I was able for the first time to demonstrate in vivo PAK2 functions during cardiac development and its requirement for proper cardiac contractility activity.
AIM3 – Decipher mechanism of Pak2 signaling cascade involved during cardiac development Both pak2a and pak2b WT mRNAs were able to rescue the pak2ami149/mi149;pak2bbns159/bns159 mutant heart defects and the results indicated that these paralogs share overlapping function during cardiac development. Moreover, although I was not able to examine the control transgenic lines, myocardial and endothelial specific pak2a overexpression did not ameliorate the mutant cardiac deficiency. Thus,the absence of rescue by reactivating pak2a in cardiomyocytes indicates a non-cell autonomous function of Pak2a on cardiomyocytes.
For the first time, this study allowed to follow PAK2 in vivo functions during cardiovascular development. More importantly, its role on heart contractility regulation would enable further investigations to generate new tools for the treatment of cardiomyopathies.
Structured illumination microscopy (SIM) is part of the super-resolution methods developed at the beginning of this century. To produce a super-resolution image SIM requires three things: 1) illumination of the sample with a periodic pattern, 2) acquisition of multiple images per plane under different pattern’s phases and orientations and 3) the processing of these images has to be carried with a reconstruction algorithm. The result of the reconstruction is an image with a resolution gain that is proportional to the frequency of the pattern (po). The typical SIM set-up uses an epi-fluorescence configuration, thus the interference angle of the beams that create the pattern is restricted by the angular aperture of the objective. Under this restriction the maximum value of po is given by the cut-off frequency of the objective lens and sets at 2 the maximum resolution gain of SIM under linear illumination.
In the first part of this thesis we present the implementation and characterization of the 2D-SIM set-up designed by Dr. Bo-Jui Chang (B-J. Chang et al., PNAS 2017), this design exploits the concept introduced by light-sheet microscopy, i.e. separation of illumination and detection paths to obtain resolution gains larger than the usual two-fold (Chapter 3). The set-up is named coherent structured illumination light-sheet based fluorescence microscopy (csiLSFM) and it consists of a triangular array of three objectives, such that two are used for illumination and one for detection. With the independent illumination arms is possible to interfere two coherent light-sheets at angles beyond the angular aperture of the detection lens, attaining the maximum interference angle of 180° when the light-sheets counter-propagate. This condition delivers a pattern with a po 1.4 times larger than the cut-off frequency (ωo), hence our set-up provides generic resolution gains of 2.4.
The extraction of the high spatial frequencies that produce the resolution gain in the csiLSFM is a challenge due to a low pattern modulation. The low modulation inherently arises because the frequency associated to the pattern period lies beyond the cut-off frequency of the detection lens. To overcome this challenge we developed a filtering strategy that facilitates the withdrawal of information from a SIM data set, simultaneously the proposed filtering process optimizes the reconstruction algorithm by reducing the periodic artifacts that are recurrent in SIM images. In this same chapter we also performed an spectral analysis of the artifacts and determined that they originate from irregularities in the power spectrum that occur due to the partial or total lack of certain spatial frequencies (fig.4.2 and 4.3), our reconstruction reduces this information drops and diminishes the artifact occurrence. The relevance of our reconstruction pipeline is that it delivers a standardized process to enhance the SIM image in a current context in which the commonly used reconstruction algorithms employ empirical tuning to improve it (fig.4.13). Moreover, the pipeline is applicable to the csiLSFM data and also to images acquired with any other 2D-/3D-SIM set-up (fig.4.10 and 4.11).
The processing of various image data sets acquired with the csiLSFM exposed us to the question of how low the modulation of the illumination pattern can be before no super-resolution frequencies can be extracted. Answering this question is important to guarantee that the SIM data contains enough spatial frequencies to provide significant resolution gains. Thus in chapter 5 we developed a quantitative metric to indirectly determine the pattern modulation from the SIM data and find its critical value to use it as evaluation criterion. We called this metric the quality factor (Q-factor) and it represents the normalized strength (amplitude) of the extracted frequencies respect to the Gaussian noise contained in the images. Through simulations we estimated that Q=0.11 is a critical value and a SIM data set requires this as minimum value is to deliver a significant resolution gain. Q works then as an assessment tool for classifying SIM data as optimal or sub-optimal, i.e. Q≥0.11 or Q<0.11. We demonstrated such application with data acquired in various SIM commercial set-ups to prove its feasibility in the field (fig.5.6-5.11)
As mentioned at the beginning of this abstract SIM requires a specialized set-up and a processing algorithm to produce super-resolution images. This thesis contributes to these two areas in the following aspects: first, in its linear version a structured illumination microscope is highly associated to a 2-fold resolution gain. Here we demonstrated the possibility of extending this gain to 2.4 using our custom set-up the csiLSFM. Second, a reconstructed SIM image is prone to artifacts due to the mathematical process it undergoes, here we analyzed the artifact sources and identified them with drops of spatial information in the reconstructed spectrum, based on these conclusions we designed a processing pipeline to facilitate the extraction of spatial frequencies and directly reduce artifacts. A third and final outcome of this thesis is the development and practical implementation of a quantitative index to evaluate the quality of SIM data in terms of its relevant information content (Q-factor). Accordingly, the overall contributions of this work were done in the areas of SIM set-up, SIM reconstruction procedure and SIM data evaluation.