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Novel algorithms for prediction of protein complexes from protein-protein interacton networks
(2022)
Als Resultat überhöhter Energieaufnahme und zu geringen Energieverbrauchs beobachten wir eine über das normale Maß hinausgehende Akkumulation von Fettgewebe, die sich als Adipositas manifestiert. Sie gilt als einer der Hauptrisikofaktoren für Krankheiten des metabolischen Syndroms. Im Rahmen von Prävention, Diagnose und Therapie der Adipositas, muss ihr wesentliches Charakteristikum; der individuelle Körperfettanteil; einer Messung zugänglich gemacht werden. Eine direkte Bestimmung der Körperzusammensetzung erlauben die Neutronenaktivierungsanalyse und die chemische Analyse. Beide Verfahren sind sehr genau, aber aufwendig und kostenintensiv und darüber hinaus die chemische Analyse nur am menschlichen Cadaver praktizierbar. Um dennoch die Körperzusammensetzung hinreichend genau bestimmen zu können, wurden zahlreiche indirekte Messverfahren entwickelt. Man kann sie in Labor- und Feldmethoden untergliedern. Die Labormethoden bestechen durch hohe Genauigkeit und Reproduzierbarkeit, sind aber zumeist aufwendig und teuer. Feldmethoden sind im Gegensatz dazu leicht anwendbar, transportabel und preiswert, weisen aber eine weniger hohe Genauigkeit und Reproduzierbarkeit auf. In der vorgestellten Arbeit wird über eine jüngere Entwicklung, die das Prinzip der unterschiedlichen Leitfähigkeit für den elektrischen Strom durch die verschiedenen Gewebe des Körpers nutzt, berichtet. Der Prototyp eines Gerätes wurde innerhalb eines von der EU geförderten multizentrischen Projekts entwickelt und auf seine Einsatzfähigkeit und Qualität hin geprüft. Der Schwerpunkt der Arbeit liegt auf der Einschätzung der Körperzusammensetzung normal- und übergewichtiger Probanden mit der neu entwickelten Technik. Das vorliegende Studiendesign diente nicht nur der Beurteilung der neuen Technik die Körperzusammensetzung und Veränderungen dieser zu erfassen, sondern darüber hinaus, etablierte Methoden hinsichtlich ihrer Genauigkeit zu bewerten. Bezüglich ihrer Anwendbarkeit und Reproduzierbarkeit hat die neue Methode Hoffnung geweckt, sich als eine Feldmethode zu etablieren. Auf der anderen Seite zeigte sich in Abhängigkeit der Gesamtkörperfettmasse eine Überschätzung der Zielgröße im Vergleich zur Referenzmethode (dual energy x ray absorptiometry (DXA)). Die Abweichungen waren dabei gerade für das einzelne Individuum sehr groß. Technische Verbesserungen und die Entwicklung spezifischer Regressionsgleichungen könnten in Zukunft zu einer wesentlichen Verbesserung der neuen Methode beitragen. Die Labormethode "Air Displacement Plethysmography" konnte durch die guten Übereinstimmungen der Ergebnisse mit denen der Referenzmethode DXA und die einfache Anwendung überzeugen. Sie stellt eine durchaus konkurrenzfähige Alternative zur Hydrodensitometrie dar, die noch heute als "goldener Standard" zur Erfassung der Körperzusammensetzung akzeptiert wird. Im Verlauf der durchgeführten Studie stellte sich heraus, dass die Hydrodensitometrie sehr hohe Anforderungen an den Probanden stellt. Das Untertauchen des gesamten Körpers unter Wasser in Kombination mit einer maximalen Ausatmung erwies sich als sehr problematisch. Die dabei auftretenden Fehler schlugen sich in der Berechnung der Gesamtkörperfettmasse des einzelnen Individuums wieder und führten zu zum Teil erheblichen Abweichungen der Ergebnisse von denen der Referenzmethode. Die Feldmethoden bioelektrische Impedanzanalyse und Hautfaltendickenmessung erwiesen sich als kostengünstige und leicht anwendbare Methoden. Die Ergebnisse beider Methoden stimmten im Mittel gut mit den Ergebnissen der Referenzmethoden überein. Dennoch zeigte die BIA größere Abstriche in der Beurteilung der Gesamtkörperfettmasse des einzelnen Individuums und bei der Dokumentation von Veränderungen der Gesamtkörperfettmasse. Die Hautfaltendickenmessung stellt – wendet man sie korrekt an – eine Methode dar, die sowohl die Gesamtkörperfettmasse als auch Veränderungen dieser gut erfassen kann. In Abhängigkeit der geforderten Genauigkeit kann diese Methode für die Erfassung der Körperzusammensetzung empfohlen werden. Demnach bleibt die Frage unbeantwortet, inwieweit die indirekten Methoden in der Lage sind, die "wahre" Körperzusammensetzung adäquat zu erfassen. Jede neu entwickelte Methode – die möglichst viele Vorteile in sich vereint – wird wieder vor dem Problem stehen: eine geeignete und dabei praktikable Referenzmethode zu finden, die die wahre Körperzusammensetzung zu bestimmen in der Lage ist. Daher sollte neben dem Streben nach der Entwicklung einer Methode, die genau und leicht anwendbar ist, das Hauptaugenmerk auf die Überarbeitung der zugrunde liegenden Modellvorstellungen und die Verbesserung von Regressionsgleichungen gelegt werden.
The transcriptional regulation of the cellular mechanisms involves many different components and different levels of control which together contribute to fine tune the response of cells to different environmental stimuli. In some responses, diverse signaling pathways can be controlled simultaneously. One of the most important cellular processes that seem to possess multiple levels of regulation is photosynthesis. A model organism for studying photosynthesis-related processes is the unicellular green algae Chlamydomonas reinhardtii, due to advantages related to culturing, genetic manipulation and availability of genome sequence. In the present study, we were interested in understanding the regulatory mechanisms underlying photosynthesis-related processes. To achieve this goal different molecular approaches were followed. In order to indentify protein transcriptional regulators we optimized a method for isolation of nuclei and performed nuclear proteome analysis using shotgun proteomics. This analysis permitted us to improve the genome annotation previously published and to discover conserved and enriched protein motifs among the nuclear proteins. In another approach, a quantitative RT-PCR platform was established for the analysis of gene expression of predicted transcription factor (TF) and other transcriptional regulator (TR) coding genes by transcript profiling. The gene expression profiles for more than one hundred genes were monitored in time series experiments under conditions of changes in light intensity (200 µE m-2 s-1 to 700 µE m-2 s-1), and changes in concentration of carbon dioxide (5% CO2 to 0.04% CO2). The results indicate that many TF and TR genes are regulated in both environmental conditions and groups of co-regulated genes were found. Our findings also suggest that some genes can be common intermediates of light and carbon responsive regulatory pathways. These approaches together gave us new insights about the regulation of photosynthesis and revealed new candidate regulatory genes, helping to decipher the gene regulatory networks in Chlamydomonas. Further experimental studies are necessary to clarify the function of the candidate regulatory genes and to elucidate how cells coordinately regulate the assimilation of carbon and light responses.
Predation drives coexistence, evolution and population dynamics of species in food webs, and has strong impacts on related ecosystem functions (e.g. primary production). The effect of predation on these processes largely depends on the trade-offs between functional traits in the predator and prey community. Trade-offs between defence against predation and competitive ability, for example, allow for prey speciation and predator-mediated coexistence of prey species with different strategies (defended or competitive), which may stabilize the overall food web dynamics. While the importance of such trade-offs for coexistence is widely known, we lack an understanding and the empirical evidence of how the variety of differently shaped trade-offs at multiple trophic levels affect biodiversity, trait adaptation and biomass dynamics in food webs. Such mechanistic understanding is crucial for predictions and management decisions that aim to maintain biodiversity and the capability of communities to adapt to environmental change ensuring their persistence.
In this dissertation, after a general introduction to predator-prey interactions and tradeoffs, I first focus on trade-offs in the prey between qualitatively different types of defence (e.g. camouflage or escape behaviour) and their costs. I show that these different types lead to different patterns of predator-mediated coexistence and population dynamics, by using a simple predator-prey model. In a second step, I elaborate quantitative aspects of trade-offs and demonstrates that the shape of the trade-off curve in combination with trait-fitness relationships strongly affects competition among different prey types: Either specialized species with extreme trait combinations (undefended or completely defended) coexist, or a species with an intermediate defence level dominates. The developed theory on trade-off shapes and coexistence is kept general, allowing for applications apart from defence-competitiveness trade-offs. Thirdly, I tested the theory on trade-off shapes on a long-term field data set of phytoplankton from Lake Constance. The measured concave trade-off between defence and growth governs seasonal trait changes of phytoplankton in response to an altering grazing pressure by zooplankton, and affects the maintenance of trait variation in the community. In a fourth step, I analyse the interplay of different tradeoffs at multiple trophic levels with plankton data of Lake Constance and a corresponding tritrophic food web model. The results show that the trait and biomass dynamics of the different three trophic levels are interrelated in a trophic biomass-trait cascade, leading to unintuitive patterns of trait changes that are reversed in comparison to predictions from bitrophic systems. Finally, in the general discussion, I extract main ideas on trade-offs in multitrophic systems, develop a graphical theory on trade-off-based coexistence, discuss the interplay of intra- and interspecific trade-offs, and end with a management-oriented view on the results of the dissertation, describing how food webs may respond to future global changes, given their trade-offs.
Die Enzymsuperfamilie der löslichen Sulfotransferasen (SULT) spielt eine wichtige Rolle in der Phase II des Fremdstoffmetabolismus. Sie katalysieren den Transfer einer Sulfonylgruppe auf nucleophile Gruppen endogener und exogener Substrate. Die Sulfokonjugation von Fremdstoffen erhöht deren Wasserlöslichkeit und behindert die passive Permeation von Zellmembranen. Dadurch wird die Ausscheidung dieser konjugierten Substanzen erleichtert. In Abhängigkeit von der Struktur des Zielmoleküls kann die Sulfokonjugation aber auch zur metabolischen Aktivierung von Fremdstoffen durch die Bildung instabiler Metabolite führen. Die SULT-vermittelte Aktivierung promutagener Substanzen ist somit von toxikologischem Interesse. Für die Detektion SULT-vermittelter Mutagenität mittels bakterieller in-vitro Testsysteme ist die heterologe Expression der fremdstoffmetabolisierenden Enzyme direkt in den Indikatorzellen notwendig. S. typhimurium exprimieren selbst keine SULT, und externe Metabolisierungssysteme sind problematisch, weil die negativ geladenen, kurzlebigen Metabolite nur schlecht die Zellmembran penetrieren können. Die Expression humaner Enyme in Bakterien ist jedoch zum Teil sehr kritisch. So zeigen z.B. sehr ähnliche Enzyme (SULT1A2*1 und *2) deutliche Unterschiede im Expressionsniveau bei exakt gleichen äußeren Bedingungen. Dies erschwert den Vergleich der enzymatischen Aktivitäten dieser Enzyme im in-vitro Testsystem. Andere Enzyme (z.B. SULT2B1b) werden unter Verwendung ihrer Wildtyp-cDNA zum Teil nicht detektierbar exprimiert. Deshalb sollte in dieser Arbeit eine Methode zur Optimierung der heterologen Expression fremdstoffmetabolisierender Enzyme für Genotoxizitätsuntersuchungen etabliert werden. Es wurde bereits gezeigt dass synonyme Codonaustausche am 5’-Ende der humanen SULT1A2-cDNA zu einer Erhöhung der Expression des entsprechenden Enzyms in S. typhimurium führten. Dementsprechend wurden in dieser Arbeit Codonaustausche am 5’-Ende der cDNA verschiedener SULT (1A1*1, 1A2*1, 2B1b) sowie der Ratten Glutathion-S-Transferase Theta 2 (rGSTT2) und dem Reportergen Luciferase durchgeführt. Die Expression der so generierten Konstrukte wurde in verschiedenen S. typhimurium und E. coli Stämmen quantifiziert und die Aktivität der überexprimierten Enzyme im Ames-Test bzw. im Enzym-Aktivitätsassay überprüft. Durch das Einführen seltener Codons in die cDNA konnte die Proteinexpression von SULT1A1*1, SULT1A2*1 und SULT2B1b maximal 7-fach, 18-fach und 100-fach im Vergleich zur Wildtyp-cDNA gesteigert werden. Die Expression der rGSTT2 wurde ebenfalls durch das Einführen seltener Codons erhöht (maximal 5-fach). Bei dem Reportergen Luciferase jedoch führte das Austauschen häufiger Codons gegen seltene Codons zu einer Reduktion der Proteinexpression um 80 %. Die Expression von Fusionsproteinen aus 2B1b (5’-Ende) und Luciferase (3’-Ende) wurde durch das Einführen seltener Codons ebenfalls um 50 % reduziert. Die S. typhimurium Stämme mit optimierter SULT 1A1*1- bzw. 1A2*1-Expression wurden im Ames-Test eingesetzt und zeigten im Vergleich zu den geringer exprimierenden Stämmen eine höhere Sensitivität. Für SULT2B1b konnte keine Mutagenaktivierung im Ames-Test nachgewiesen werden. Allerdings zeigte ein Enzym-Aktivitätsassay mit Dehydroepiandosteron, dass das bakteriell exprimierte Enzym funktionell war. Da in der Literatur der Effekt seltener Codons auf die Expression in Bakterien bisher fast ausschließlich als inhibitorisch beschrieben wurde, sollte die Wirkungsweise der hier beobachteten Expressionserhöhung durch seltene Codons genauer untersucht werden. Dazu wurden verschiedene Konstrukte der SULT1A2*1 und der SULT2B1b, die unterschiedlich viele seltene Codons in verschiedenen Kombinationen besaßen, hergestellt. Es konnten jedoch keine einzelnen Codons, die für die Expressionssteigerung allein verantwortlich waren, identifiziert werden. Die Plasmidkopienzahl in den verschiedenen SULT2B1b-Klonen war konstant und die SULT2B1b-mRNA-Konzentration zeigte nur moderate Schwankungen, die nicht als Ursache für die dramatische Erhöhung der SULT2B1b-Expression in Frage kommen. Die berechnete Stabilität der potentiellen mRNA-Sekundärstrukturen wurde durch die seltenen Codons häufig stark gesenkt und ist als eine mögliche Ursache für die Expressionssteigerung anzusehen. Zusätzlich erhöhten die seltenen Codons den Consensus der Downstream Box zur 16S rRNA, was ebenfalls eine Ursache für die Expressionssteigerung sein kann. In dieser Arbeit konnte somit die Expression der humanen SULT1A1*1, 1A2*1 und der 2B1b sowie der rGSTT2 erfolgreich mittels synonymer Codonaustausche erhöht werden. Die so optimierten S. typhimurium Stämme zeigten im Ames-Test eine erhöhte Sensitivität gegenüber SULT aktivierten Promutagenen bzw. erhöhte Aktivität in spezifischen Enymaktivitätsassays.
Im Fokus dieser Arbeit stand der Aufbau einer auf DNA basierenden Nanostruktur. Der universelle Vier-Buchstaben-Code der DNA ermöglicht es, Bindungen auf molekularer Ebene zu adressieren. Die chemischen und physikalischen Eigenschaften der DNA prädestinieren dieses Makromolekül für den Einsatz und die Verwendung als Konstruktionselement zum Aufbau von Nanostrukturen. Das Ziel dieser Arbeit war das Aufspannen eines DNA-Stranges zwischen zwei Fixpunkten. Hierfür war es notwendig, eine Methode zu entwickeln, welche es ermöglicht, Funktionsmoleküle als Ankerelemente ortsaufgelöst auf eine Oberfläche zu deponieren. Das Deponieren dieser Moleküle sollte dabei im unteren Mikrometermaßstab erfolgen, um den Abmaßen der DNA und der angestrebten Nanostruktur gerecht zu werden. Das eigens für diese Aufgabe entwickelte Verfahren zum ortsaufgelösten Deponieren von Funktionsmolekülen nutzt das Bindungspaar Biotin-Neutravidin. Mit Hilfe eines Rasterkraftmikroskops (AFM) wurde eine zu einem „Stift“ umfunktionierte Rasterkraftmikroskopspitze so mit der zu deponierenden „Tinte“ beladen, dass das Absetzen von Neutravidin im unteren Mikrometermaßstab möglich war. Dieses Neutravidinmolekül übernahm die Funktion als Bindeglied zwischen der biotinylierten Glasoberfläche und dem eigentlichen Adressmolekül. Das somit generierte Neutravidin-Feld konnte dann mit einem biotinylierten Adressmolekül durch Inkubation funktionalisiert werden. Namensgebend für dieses Verfahren war die Möglichkeit, Neutravidin mehrmals zu deponieren und zu adressieren. Somit ließ sich sequenziell ein Mehrkomponenten-Feld aufbauen. Die Einschränkung, mit einem AFM nur eine Substanz deponieren zu können, wurde so umgangen. Ferner mußten Ankerelemente geschaffen werden, um die DNA an definierten Punkten immobilisieren zu können. Die Bearbeitung der DNA erfolgte mit molekularbiologischen Methoden und zielte darauf ab, einen DNA-Strang zu generieren, welcher an seinen beiden Enden komplementäre Adressequenzen enthält, um gezielt mit den oberflächenständigen Ankerelementen binden zu können. Entsprechend der Geometrie der mit dem AFM erzeugten Fixpunkte und den oligonukleotidvermittelten Adressen kommt es zur Ausbildung einer definierten DNA-Struktur. Mit Hilfe von fluoreszenzmikroskopischen Methoden wurde die aufgebaute DNA-Nanostruktur nachgewiesen. Der Nachweis der nanoskaligen Interaktion von DNA-bindenden Molekülen mit der generierten DNA-Struktur wurde durch die Bindung von PNA (peptide nucleic acid) an den DNA-Doppelstrang erbracht. Diese PNA-Bindung stellt ihrerseits ein funktionales Strukturelement im Nanometermaßstab dar und wird als Nanostrukturbaustein verstanden.
Past and present biodiversity in northeastern Siberia inferred from sedimentary DNA metabarcoding
(2021)
The arctic-boreal treeline is a transition zone from taiga to tundra covering a vast area in Siberia. It often features large environmental gradients and reacts sensitively to changes in the environment. For example, the expansion of shrubs and a northward movement of the treeline are observable in Siberia as a response to the warming climate. The changes in vegetation across the treeline are known to influence the water chemistry in the lakes. This causes further alteration to the composition and diversity of sensitive aquatic organisms such as diatoms and macrophytes. Despite the rising awareness of the complex climate-feedback mechanisms of terrestrial plants, the understanding of their assembly rules and about responses of aquatic biomes in the surrounding treeline lakes is still limited. The goal of this thesis is to examine the previous and present biodiversity of terrestrial and freshwater biomes from the Siberian treeline ecotone, as well as their reactions to environmental changes. In particular, this thesis attempts to examine the performance of applying sedimentary DNA metabarcoding in terrestrial plants, aquatic macrophytes and diatoms, their spatial patterns along the environmental gradients and their temporal patterns throughout the climate transition from the late Pleistocene to Holocene. Sedimentary DNA metabarcoding combined with next-generation sequencing is applied as a primary tool to explore the composition and diversity of terrestrial plants, diatoms and aquatic macrophytes. The main study area is located in Chukotka of northeastern Siberia in the Arctic, a biodiversity hotspot due to its continental location and the diverse habitats of the glacial refugium. The modern diatom diversity was assessed with a specific diatom metabarcoding marker and morphological identification. Both approaches agree to a dominance of Fragilariaceae and Aulacoseiraceae, as well as on the environmental influential indicators of the diatom community. The high diversity of Fragilariaceae identified in the thermokarst lakes is found to follow the vegetation gradient along the treeline, suggesting that diatom metabarcoding can decipher relationships between diatom assemblage shifts and the relevant environmental changes. In particular, the metabarcoding approach detects diversification of fragilarioids in glacial lakes which is not visible using morphology. Sedimentary ancient DNA records indicate a vegetation mosaic of forb-dominated steppe-tundra during 28-19 ka, followed by a shift to dwarf-shrub tundra during 19-14 ka. During the most recent 14 thousand years, the vegetation consists of deciduous shrublands, then a change to boreal forest is observed. Investigations on the alpha diversity of the vegetation show that species richness is unexpectedly highest during pre-LGM, which is likely related to the extensive area that allows for more taxa. The optimum Holocene warming during 9-6 ka is not accompanied by a high richness as widely believed, but with an evenly distributed community by the fulfilment of erect shrubs. Furthermore, changes in taxonomic and phylogenetic diversity show complementary results in understanding community diversity. The composition and richness in the modern macrophytes community from Siberian Arctic and Chinese alpine are best co-influenced by July temperature and electrical conductivity.. Past macrophyte turnover during the late Pleistocene-Holocene is less noticeable in Siberia, whereas a pronounced community change from emergent to submerged plants is detected from Chinese alpine regions at about 14 ka due to increasing temperature and varying water conductivity. Finally, sedimentary DNA metabarcoding is a cost-effective and powerful proxy for ecological application, whereas completeness of the reference library, coverage and resolution of the metabarcoding marker are the major limitations of sedimentary DNA based diversity monitoring. The composition and richness in modern vegetation and macrophytes across broad spatial gradients is constrained by environmental variables, suggesting a potential usage for environmental monitoring. Diatom distributions are driven by different water variables along the treeline. Past records indicate that the shrub coverage has a noticeable influence on the assemblies of both terrestrial plants and aquatic macrophytes, though the shift in macrophyte community is relatively minor in the past 28 thousand years. In the long-term, the shrub expansion may eventually result in a genetically more diverse vegetation community but reduced species richness. When exceeding the optimal temperatures, further warming may lead to a decrease and putative loss of macrophytes and diatoms.
Pectic polysaccharides, a class of plant cell wall polymers, form one of the most complex networks known in nature. Despite their complex structure and their importance in plant biology, little is known about the molecular mechanism of their biosynthesis, modification, and turnover, particularly their structure-function relationship. One way to gain insight into pectin metabolism is the identification of mutants with an altered pectin structure. Those were obtained by a recently developed pectinase-based genetic screen. Arabidopsis thaliana seedlings grown in liquid medium containing pectinase solutions exhibited particular phenotypes: they were dwarfed and slightly chlorotic. However, when genetically different A. thaliana seed populations (random T-DNA insertional populations as well as EMS-mutagenized populations and natural variations) were subjected to this treatment, individuals were identified that exhibit a different visible phenotype compared to wild type or other ecotypes and may thus contain a different pectin structure (pec-mutants). After confirming that the altered phenotype occurs only when the pectinase is present, the EMS mutants were subjected to a detailed cell wall analysis with particular emphasis on pectins. This suite of mutants identified in this study is a valuable resource for further analysis on how the pectin network is regulated, synthesized and modified. Flanking sequences of some of the T-DNA lines have pointed toward several interesting genes, one of which is PEC100. This gene encodes a putative sugar transporter gene, which, based on our data, is implicated in rhamnogalacturonan-I synthesis. The subcellular localization of PEC100 was studied by GFP fusion and this protein was found to be localized to the Golgi apparatus, the organelle where pectin biosynthesis occurs. Arabidopsis ecotype C24 was identified as a susceptible one when grown with pectinases in liquid culture and had a different oligogalacturonide mass profile when compared to ecotype Col-0. Pectic oligosaccharides have been postulated to be signal molecules involved in plant pathogen defense mechanisms. Indeed, C24 showed elevated accumulation of reactive oxygen species upon pectinase elicitation and had altered response to the pathogen Alternaria brassicicola in comparison to Col-0. Using a recombinant inbred line population three major QTLs were identified to be responsible for the susceptibility of C24 to pectinases. In a reverse genetic approach members of the qua2 (putative pectin methyltransferase) family were tested for potential target genes that affect pectin methyl-esterification. The list of these genes was determined by in silico study of the pattern of expression and co-expression of all 34 members of this family resulting in 6 candidate genes. For only for one of the 6 analyzed genes a difference in the oligogalacturonide mass profile was observed in the corresponding knock-out lines, confirming the hypothesis that the methyl-esterification pattern of pectin is fine tuned by members of this gene family. This study of pectic polysaccharides through forward and reverse genetic screens gave new insight into how pectin structure is regulated and modified, and how these modifications could influence pectin mediated signalling and pathogenicity.
AM symbiosis has a positive influence on plant P-nutrition and growth, but little is known about the molecular mechanism of the symbiosis adaptation to different phosphate conditions. The recently described induction of several pri-miR399 transcripts in mycorrhizal shoots and subsequent accumulation of mature miR399 in mycorrhizal roots indicates that local PHO2 expression must be controlled during symbiosis, presumably in order to sustain AM symbiosis development, in spite of locally increased Pi-concentration. A reverse genetic approach used in this study demonstrated that PHO2 and thus the PHR1-miR399-PHO2 signaling pathway, is involved in certain stages of progressive root colonization. In addition, a transcriptomic approach using a split-root system provided a comprehensive insight into the systemic transcriptional changes in mycorrhizal roots and shoots of M. truncatula in response to high phosphate conditions. With regard to the transcriptional responses of the root system, the results indicate that, although the colonization is drastically reduced, AM symbiosis is still functional at high Pi concentrations and might still be beneficial to the plant. Additionally, the data suggest that a specific root-borne mycorrhizal signal systemically induces protein synthesis, amino acid metabolism and photosynthesis at low Pi conditions, which is abolished at high Pi conditions. MiRNAs, such as miR399, are involved in long-distance signaling and are therefore potential systemic signals involved in AM symbiosis. A deep-sequencing approach identified 243 novel miRNAs in the root tissue of M. truncatula. Read-count analysis, qRT-PCR measurements and in situ hybridizations clearly indicated a regulation of miR5229a/b, miR5204, miR160f*, miR160c, miR169 and miR169d*/l*/m*/e.2* during arbuscular mycorrhizal symbiosis. Moreover, miR5204* represses a GRAS TF, which is specifically transcribed in mycorrhizal roots. Since miR5204* is induced by high Pi it might represent a further Pi status-mediating signal beside miR399. This study provides additional evidence that MtNsp2, a key regulator of symbiosis-signaling, is regulated and presumably spatially restricted by miR171h cleavage. In summary, a repression of mycorrhizal root colonization at high phosphate status is most likely due to a repression of the phosphate starvation responses and the loss of beneficial responses in mycorrhizal shoots. These findings provide a new basis for investigating the regulatory network leading to cellular reprogramming during interaction between plants, arbuscular mycorrhizal fungi and different phosphate conditions.
Since available phosphate (Pi) resources in soil are limited, symbiotic interactions between plant roots and arbuscular mycorrhizal (AM) fungi are a widespread strategy to improve plant phosphate nutrition. The repression of AM symbiosis by a high plant Pi-status indicates a link between Pi homeostasis signalling and AM symbiosis development. This assumption is supported by the systemic induction of several microRNA399 (miR399) primary transcripts in shoots and a simultaneous accumulation of mature miR399 in roots of mycorrhizal plants. However, the physiological role of this miR399 expression pattern is still elusive and offers the question whether other miRNAs are also involved in AM symbiosis. Therefore, a deep sequencing approach was applied to investigate miRNA-mediated posttranscriptional gene regulation in M. truncatula mycorrhizal roots. Degradome analysis revealed that 185 transcripts were cleaved by miRNAs, of which the majority encoded transcription factors and disease resistance genes, suggesting a tight control of transcriptional reprogramming and a downregulation of defence responses by several miRNAs in mycorrhizal roots. Interestingly, 45 of the miRNA-cleaved transcripts showed a significant differentially regulated between mycorrhizal and non-mycorrhizal roots. In addition, key components of the Pi homeostasis signalling pathway were analyzed concerning their expression during AM symbiosis development. MtPhr1 overexpression and time course expression data suggested a strong interrelation between the components of the PHR1-miR399-PHO2 signalling pathway and AM symbiosis, predominantly during later stages of symbiosis. In situ hybridizations confirmed accumulation of mature miR399 in the phloem and in arbuscule-containing cortex cells of mycorrhizal roots. Moreover, a novel target of the miR399 family, named as MtPt8, was identified by the above mentioned degradome analysis. MtPt8 encodes a Pi-transporter exclusively transcribed in mycorrhizal roots and its promoter activity was restricted to arbuscule-containing cells. At a low Pi-status, MtPt8 transcript abundance inversely correlated with a mature miR399 expression pattern. Increased MtPt8 transcript levels were accompanied by elevated symbiotic Pi-uptake efficiency, indicating its impact on balancing plant and fungal Pi-acquisition. In conclusion, this study provides evidence for a direct link of the regulatory mechanisms of plant Pi-homeostasis and AM symbiosis at a cell-specific level. The results of this study, especially the interaction of miR399 and MtPt8 provide a fundamental step for future studies of plant-microbe-interactions with regard to agricultural and ecological aspects.
Functional metabolism of storage carbohydrates is vital to plants and animals. The water-soluble glycogen in animal cells and the amylopectin which is the major component of water-insoluble starch granules residing in plant plastids are chemically similar as they consist of α-1,6 branched α-1,4 glucan chains. Synthesis and degradation of transitory starch and of glycogen are accomplished by a set of enzymatic activities that to some extend are also similar in plants and animals. Chain elongation, branching, and debranching are achieved by synthases, branching enzymes, and debranching enzymes, respectively. Similarly, both types of polyglucans contain low amounts of phosphate esters whose abundance varies depending on species and organs. Starch is selectively phosphorylated by at least two dikinases (GWD and PWD) at the glucosyl carbons C6 and C3 and dephosphorylated by the phosphatase SEX4 and SEX4-like enzymes. In Arabidopsis insufficiency in starch phosphorylation or dephosphorylation results in largely impaired starch turnover, starch accumulation, and often in retardation of growth. In humans the progressive neurodegenerative epilepsy, Lafora disease, is the result of a defective enzyme (laforin) that is functional equivalent to the starch phosphatase SEX4 and capable of glycogen dephosphorylation. Patients lacking laforin progressively accumulate unphysiologically structured insoluble glycogen-derived particles (Lafora bodies) in many tissues including brain. Previous results concerning the carbon position of glycogen phosphate are contradictory. Currently it is believed that glycogen is esterified exclusively at the carbon positions C2 and C3 and that the monophosphate esters, being incorporated via a side reaction of glycogen synthase (GS), lack any specific function but are rather an enzymatic error that needs to be corrected. In this study a versatile and highly sensitive enzymatic cycling assay was established that enables quantification of very small G6P amounts in the presence of high concentrations of non-target compounds as present in hydrolysates of polysaccharides, such as starch, glycogen, or cytosolic heteroglycans in plants. Following validation of the G6P determination by analyzing previously characterized starches G6P was quantified in hydrolysates of various glycogen samples and in plant heteroglycans. Interestingly, glucosyl C6 phosphate is present in all glycogen preparations examined, the abundance varying between glycogens of different sources. Additionally, it was shown that carbon C6 is severely hyperphosphorylated in glycogen of Lafora disease mouse model and that laforin is capable of removing C6 phosphate from glycogen. After enrichment of phosphoglucans from amylolytically degraded glycogen, several techniques of two-dimensional NMR were applied that independently proved the existence of 6-phosphoglucosyl residues in glycogen and confirmed the recently described phosphorylation sites C2 and C3. C6 phosphate is neither Lafora disease- nor species-, or organ-specific as it was demonstrated in liver glycogen from laforin-deficient mice and in that of wild type rabbit skeletal muscle. The distribution of 6-phosphoglucosyl residues was analyzed in glycogen molecules and has been found to be uneven. Gradual degradation experiments revealed that C6 phosphate is more abundant in central parts of the glycogen molecules and in molecules possessing longer glucan chains. Glycogen of Lafora disease mice consistently contains a higher proportion of longer chains while most short chains were reduced as compared to wild type. Together with results recently published (Nitschke et al., 2013) the findings of this work completely unhinge the hypothesis of GS-mediated phosphate incorporation as the respective reaction mechanism excludes phosphorylation of this glucosyl carbon, and as it is difficult to explain an uneven distribution of C6 phosphate by a stochastic event. Indeed the results rather point to a specific function of 6-phosphoglucosyl residues in the metabolism of polysaccharides as they are present in starch, glycogen, and, as described in this study, in heteroglycans of Arabidopsis. In the latter the function of phosphate remains unclear but this study provides evidence that in starch and glycogen it is related to branching. Moreover a role of C6 phosphate in the early stages of glycogen synthesis is suggested. By rejecting the current view on glycogen phosphate to be a stochastic biochemical error the results permit a wider view on putative roles of glycogen phosphate and on alternative biochemical ways of glycogen phosphorylation which for many reasons are likely to be mediated by distinct phosphorylating enzymes as it is realized in starch metabolism of plants. Better understanding of the enzymology underlying glycogen phosphorylation implies new possibilities of Lafora disease treatment.
Light is the essential energy source for plants to drive photosynthesis. In nature, light availability is highly variable and often fluctuates on very short time scales. As a result, plants developed mechanisms to cope with these fluctuations. Understanding how to improve light use efficiency in natural fluctuating light (FL) conditions is a major target for agronomy.
In the first project, we identified an Arabidopsis thaliana plant that showed reduced levels of rapidly inducible non-photochemical quenching (NPQ). This plant was devoid of any T-DNA insertion. Using a mapping-by-sequencing approach, we successfully located the causal genomic region near the end of chromosome 4. Through variant investigations in that region, we identified a deletion of about 20 kb encompassing 9 genes. By complementation analysis, we confirmed that one of the deleted genes, VTC2, is the causal gene responsible for the low NPQ. Loss of VTC2 decreased NPQ particularly in old leaves, with young leaves being only slightly affected. Additionally, ascorbate levels were almost abolished in old leaves, likely causing the NPQ decrease by reducing the activity of the xanthophyll cycle. Although ascorbate levels in younger leaves were reduced compared to wild-type plants, they remained at a comparably higher level. This difference may be due to the VTC2 paralog VTC5, which is expressed at a higher level in young leaves than in old ones.
Plants require the PROTON GRADIENT REGULATION 5 (PGR5) protein for survival in FL. pgr5 mutants die because they fail to increase the luminal proton concentration in response to high light (HL) phases. A rapid elevation in ∆pH is needed to slow down electron transport through the Cytochrome b6 f complex (photosynthetic control). In FL, such lack of control in the pgr5 mutants results in photosystem I (PSI) overreduction, reactive oxygen species (ROS) production, and cell death. Decreases in photosystem II (PSII) activity introduced by crossing pgr5 with PSII deficient mutants
rescued the lethality of pgr5 in FL. PGR5 was suggested to act as part of the ferredoxin-plastoquinone reductase (FQR), involved in cyclic electron transfer around PSI. However, the proposed molecular role of PGR5 remains highly debated. To learn more about PGR5 function, we performed a forward genetic screen in Arabidopsis thaliana to identify EMS-induced suppressor mutants surviving longer when grown in FL compared to pgr5 mutants (referred to as ”suppressor of pgr5 lethality in fluctuating light”, splf ). 11 different candidate genes were identified in a total of 22 splf plants.
Mutants of seven of these genes in the pgr5 background showed low Fv/Fm values when grown in non-fluctuating low light (LL). Five of these 4genes were previously reported to have a role in PSII biogenesis or function. Two others, RPH1 and a DEAD/DEAH box helicase (AT3G02060), have not been linked to PSII function before. Three of splf candidate genes link to primary metabolism, fructose-2,6-bisphosphatase (F2KP ), udp-glucose pyrophosphorylase 1 (UGP1 ) and ferredoxin-dependent glutamate synthase (Fd-GOGAT ). They are characterized by the fact that they survive longer in FL than pgr5 mutants but do not procede beyond the early vegetative
phase and then die.
The existence of diverse and active microbial ecosystems in the deep subsurface – a biosphere that was originally considered devoid of life – was discovered in multiple microbiological studies. However, most of the studies are restricted to marine ecosystems, while our knowledge about the microbial communities in the deep subsurface of lake systems and their potentials to adapt to changing environmental conditions is still fragmentary. This doctoral thesis aims to build up a unique data basis for providing the first detailed high-throughput characterization of the deep biosphere of lacustrine sediments and to emphasize how important it is to differentiate between the living and the dead microbial community in deep biosphere studies.
In this thesis, up to 3.6 Ma old sediments (up to 317 m deep) of the El’gygytgyn Crater Lake were examined, which represents the oldest terrestrial climate record of the Arctic. Combining next generation sequencing with detailed geochemical characteristics and other environmental parameters, the microbial community composition was analyzed in regard to changing climatic conditions within the last 3.6 Ma to 1.0 Ma (Pliocene and Pleistocene). DNA from all investigated sediments was successfully extracted and a surprisingly diverse (6,910 OTUs) and abundant microbial community in the El’gygytgyn deep sediments were revealed. The bacterial abundance (10³-10⁶ 16S rRNA copies g⁻¹ sediment) was up to two orders of magnitudes higher than the archaeal abundance (10¹-10⁵) and fluctuates with the Pleistocene glacial/interglacial cyclicality. Interestingly, a strong increase in the microbial diversity with depth was observed (approximately 2.5 times higher diversity in Pliocene sediments compared to Pleistocene sediments). The increase in diversity with depth in the Lake El’gygytgyn is most probably caused by higher sedimentary temperatures towards the deep sediment layers as well as an enhanced temperature-induced intra-lake bioproductivity and higher input of allochthonous organic-rich material during Pliocene climatic conditions. Moreover, the microbial richness parameters follow the general trends of the paleoclimatic parameters, such as the paleo-temperature and paleo-precipitation. The most abundant bacterial representatives in the El’gygytgyn deep biosphere are affiliated with the phyla Proteobacteria, Actinobacteria, Bacteroidetes, and Acidobacteria, which are also commonly distributed in the surrounding permafrost habitats. The predominated taxon was the halotolerant genus Halomonas (in average 60% of the total reads per sample).
Additionally, this doctoral thesis focuses on the live/dead differentiation of microbes in cultures and environmental samples. While established methods (e.g., fluorescence in situ hybridization, RNA analyses) are not applicable to the challenging El’gygytgyn sediments, two newer methods were adapted to distinguish between DNA from live cells and free (extracellular, dead) DNA: the propidium monoazide (PMA) treatment and the cell separation adapted for low amounts of DNA. The applicability of the DNA-intercalating dye PMA was successfully evaluated to mask free DNA of different cultures of methanogenic archaea, which play a major role in the global carbon cycle. Moreover, an optimal procedure to simultaneously treat bacteria and archaea was developed using 130 µM PMA and 5 min of photo-activation with blue LED light, which is also applicable on sandy environmental samples with a particle load of ≤ 200 mg mL⁻¹. It was demonstrated that the soil texture has a strong influence on the PMA treatment in particle-rich samples and that in particular silt and clay-rich samples (e.g., El’gygytgyn sediments) lead to an insufficient shielding of free DNA by PMA. Therefore, a cell separation protocol was used to distinguish between DNA from live cells (intracellular DNA) and extracellular DNA in the El’gygytgyn sediments. While comparing these two DNA pools with a total DNA pool extracted with a commercial kit, significant differences in the microbial composition of all three pools (mean distance of relative abundance: 24.1%, mean distance of OTUs: 84.0%) was discovered. In particular, the total DNA pool covers significantly fewer taxa than the cell-separated DNA pools and only inadequately represents the living community. Moreover, individual redundancy analyses revealed that the microbial community of the intra- and extracellular DNA pool are driven by different environmental factors. The living community is mainly influenced by life-dependent parameters (e.g., sedimentary matrix, water availability), while the extracellular DNA is dependent on the biogenic silica content. The different community-shaping parameters and the fact, that a redundancy analysis of the total DNA pool explains significantly less variance of the microbial community, indicate that the total DNA represents a mixture of signals of the live and dead microbial community.
This work provides the first fundamental data basis of the diversity and distribution of microbial deep biosphere communities of a lake system over several million years. Moreover, it demonstrates the substantial importance of extracellular DNA in old sediments. These findings may strongly influence future environmental community analyses, where applications of live/dead differentiation avoid incorrect interpretations due to a failed extraction of the living microbial community or an overestimation of the past community diversity in the course of total DNA extraction approaches.
This work describes the realization of physically crosslinked networks based on gelatin by the introduction of functional groups enabling specific supramolecular interactions. Molecular models were developed in order to predict the material properties and permit to establish a knowledge-based approach to material design. The effect of additional supramolecular interactions with hydroxyapaptite was then studied in composite materials. The calculated properties are compared to experimental results to validate the models. The models are then further used for the study of physically crosslinked networks. Gelatin was functionalized with desaminotyrosine (DAT) and desaminotyrosyl-tyrosine (DATT) side groups, derived from the natural amino acid tyrosine. These group can potentially undergo to π-π and hydrogen bonding interactions also under physiological conditions. Molecular dynamics (MD) simulations were performed on models with 0.8 wt.-% or 25 wt.-% water content, using the second generation forcefield CFF91. The validation of the models was obtained by the comparison with specific experimental data such as, density, peptide conformational angles and X-ray scattering spectra. The models were then used to predict the supramolecular organization of the polymer chain, analyze the formation of physical netpoints and calculate the mechanical properties. An important finding of simulation was that with the increase of aromatic groups also the number of observed physical netpoints increased. The number of relatively stable physical netpoints, on average zero 0 for natural gelatin, increased to 1 and 6 for DAT and DATT functionalized gelatins respectively. A comparison with the Flory-Rehner model suggested reduced equilibrium swelling by factor 6 of the DATT-functionalized materials in water. The functionalized gelatins could be synthesized by chemoselective coupling of the free carboxylic acid groups of DAT and DATT to the free amino groups of gelatin. At 25 wt.-% water content, the simulated and experimentally determined elastic mechanical properties (e.g. Young Modulus) were both in the order of GPa and were not influenced by the degree of aromatic modification. The experimental equilibrium degree of swelling in water decreased with increasing the number of inserted aromatic functions (from 2800 vol.-% for pure gelatin to 300 vol.-% for the DATT modified gelatin), at the same time, Young’s modulus, elongation at break, and maximum tensile strength increased. It could be show that the functionalization with DAT and DATT influences the chain organization of gelatin based materials together with a controlled drying condition. Functionalization with DAT and DATT lead to a drastic reduction of helical renaturation, that could be more finely controlled by the applied drying conditions. The properties of the materials could then be influenced by application of two independent methods. Composite materials of DAT and DATT functionalized gelatins with hydroxyapatite (HAp) show a drastic reduction of swelling degree. In tensile tests and rheological measurements, the composites equilibrated in water had increased Young’s moduli (from 200 kPa up to 2 MPa) and tensile strength (from 57 kPa up to 1.1 MPa) compared to the natural polymer matrix without affecting the elongation at break. Furthermore, an increased thermal stability from 40 °C to 85 °C of the networks could be demonstrated. The differences of the behaviour of the functionalized gelatins to pure gelatin as matrix suggested an additional stabilizing bond between the incorporated aromatic groups to the hydroxyapatite.