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Institute
- Institut für Biochemie und Biologie (13) (remove)
This is a cumulative dissertation comprising three original studies (one published, one in revision, one submitted; Effective December 2017) investigating how reptile species in arid Australia respond to various climatic parameters at different spatial scales and analysing the two potential main underlying mechanisms: thermoregulatory behaviour and species interactions. This dissertation combines extensive individual-based field data across trophic levels, selected field experiments, statistical analyses, and predictive modelling techniques. Mechanisms and processes detected in this dissertation can now be used to predict potential future changes in the community of arid-zone lizards. This knowledge will help improving our fundamental understanding of the consequences of global change and thereby prevent biodiversity loss in a vulnerable ecosystem.
In this work the human AOX1 was characterized and detailed aspects regarding the expression, the enzyme kinetics and the production of reactive oxygen species (ROS) were investigated. The hAOX1 is a cytosolic enzyme belonging to the molybdenum hydroxylase family. Its catalytically active form is a homodimer with a molecular weight of 300 kDa. Each monomer (150 kDa) consists of three domains: a N-terminal domain (20 kDa) containing two [2Fe-2S] clusters, a 40 kDa intermediate domain containing a flavin adenine dinucleotide (FAD), and a C-terminal domain (85 kDa) containing the substrate binding pocket and the molybdenum cofactor (Moco). The hAOX1 has an emerging role in the metabolism and pharmacokinetics of many drugs, especially aldehydes and N- heterocyclic compounds.
In this study, the hAOX1 was hetereogously expressed in E. coli TP1000 cells, using a new codon optimized gene sequence which improved the expressed protein yield of around 10-fold compared to the previous expression systems for this enzyme. To increase the catalytic activity of hAOX1, an in vitro chemical sulfuration was performed to favor the insertion of the equatorial sulfido ligand at the Moco with consequent increased enzymatic activity of around 10-fold. Steady-state kinetics and inhibition studies were performed using several substrates, electron acceptors and inhibitors. The recombinant hAOX1 showed higher catalytic activity when molecular oxygen was used as electron acceptor. The highest turn over values were obtained with phenanthridine as substrate. Inhibition studies using thioridazine (phenothiazine family), in combination with structural studies performed in the group of Prof. M.J. Romão, Nova Universidade de Lisboa, showed a new inhibition site located in proximity of the dimerization site of hAOX1. The inhibition mode of thioridazine resulted in a noncompetitive inhibition type. Further inhibition studies with loxapine, a thioridazine-related molecule, showed the same type of inhibition. Additional inhibition studies using DCPIP and raloxifene were carried out.
Extensive studies on the FAD active site of the hAOX1 were performed. Twenty new hAOX1 variants were produced and characterized. The hAOX1 variants generated in this work were divided in three groups: I) hAOX1 single nucleotide polymorphisms (SNP) variants; II) XOR- FAD loop hAOX1 variants; III) additional single point hAOX1 variants. The hAOX1 SNP variants G46E, G50D, G346R, R433P, A439E, K1231N showed clear alterations in their catalytic activity, indicating a crucial role of these residues into the FAD active site and in relation to the overall reactivity of hAOX1.
Furthermore, residues of the bovine XOR FAD flexible loop (Q423ASRREDDIAK433) were introduced in the hAOX1. FAD loop hAOX1 variants were produced and characterized for their stability and catalytic activity. Especially the variants hAOX1 N436D/A437D/L438I, N436D/A437D/L438I/I440K and Q434R/N436D/A437D/L438I/I440K showed decreased catalytic activity and stability. hAOX1 wild type and variants were tested for reactivity toward NADH but no reaction was observed.
Additionally, the hAOX1 wild type and variants were tested for the generation of reactive oxygen species (ROS). Interestingly, one of the SNP variants, hAOX1 L438V, showed a high ratio of superoxide prodction. This result showed a critical role for the residue Leu438 in the mechanism of oxygen radicals formation by hAOX1. Subsequently, further hAOX1 variants having the mutated Leu438 residue were produced. The variants hAOX1 L438A, L438F and L438K showed superoxide overproduction of around 85%, 65% and 35% of the total reducing equivalent obtained from the substrate oxidation.
The results of this work show for the first time a characterization of the FAD active site of the hAOX1, revealing the importance of specific residues involved in the generation of ROS and effecting the overall enzymatic activity of hAOX1. The hAOX1 SNP variants presented here indicate that those allelic variations in humans might cause alterations ROS balancing and clearance of drugs in humans.
In littoral zones of lakes, multiple processes determine lake ecology and water quality. Lacustrine groundwater discharge (LGD), most frequently taking place in littoral zones, can transport or mobilize nutrients from the sediments and thus contribute significantly to lake eutrophication. Furthermore, lake littoral zones are the habitat of benthic primary producers, namely submerged macrophytes and periphyton, which play a key role in lake food webs and influence lake water quality. Groundwater-mediated nutrient-influx can potentially affect the asymmetric competition between submerged macrophytes and periphyton for light and nutrients. While rooted macrophytes have superior access to sediment nutrients, periphyton can negatively affect macrophytes by shading. LGD may thus facilitate periphyton production at the expense of macrophyte production, although studies on this hypothesized effect are missing.
The research presented in this thesis is aimed at determining how LGD influences periphyton, macrophytes, and the interactions between these benthic producers. Laboratory experiments were combined with field experiments and measurements in an oligo-mesotrophic hard water lake.
In the first study, a general concept was developed based on a literature review of the existing knowledge regarding the potential effects of LGD on nutrients and inorganic and organic carbon loads to lakes, and the effect of these loads on periphyton and macrophytes. The second study includes a field survey and experiment examining the effects of LGD on periphyton in an oligotrophic, stratified hard water lake (Lake Stechlin). This study shows that LGD, by mobilizing phosphorus from the sediments, significantly promotes epiphyton growth, especially at the end of the summer season when epilimnetic phosphorus concentrations are low. The third study focuses on the potential effects of LGD on submerged macrophytes in Lake Stechlin. This study revealed that LGD may have contributed to an observed change in macrophyte community composition and abundance in the shallow littoral areas of the lake. Finally, a laboratory experiment was conducted which mimicked the conditions of a seepage lake. Groundwater circulation was shown to mobilize nutrients from the sediments, which significantly promoted periphyton growth. Macrophyte growth was negatively affected at high periphyton biomasses, confirming the initial hypothesis.
More generally, this thesis shows that groundwater flowing into nutrient-limited lakes may import or mobilize nutrients. These nutrients first promote periphyton, and subsequently provoke radical changes in macrophyte populations before finally having a possible influence on the lake’s trophic state. Hence, the eutrophying effect of groundwater is delayed and, at moderate nutrient loading rates, partly dampened by benthic primary producers. The present research emphasizes the importance and complexity of littoral processes, and the need to further investigate and monitor the benthic environment. As present and future global changes can significantly affect LGD, the understanding of these complex interactions is required for the sustainable management of lake water quality.
Natural products and their derivatives have always been a source of drug leads. In particular, bacterial compounds have played an important role in drug development, for example in the field of antibiotics. A decrease in the discovery of novel leads from natural sources and the hope of finding new leads through the generation of large libraries of drug-like compounds by combinatorial chemistry aimed at specific molecular targets drove the pharmaceutical companies away from research on natural products. However, recent technological advances in genetics, bioinformatics and analytical chemistry have revived the interest in natural products. The ribosomally synthesized and post-translationally modified peptides (RiPPs) are a group of natural products generated by the action of post-translationally modifying enzymes on precursor peptides translated from mRNA by ribosomes. The great substrate promiscuity exhibited by many of the enzymes from RiPP biosynthetic pathways have led to the generation of hundreds of novel synthetic and semisynthetic variants, including variants carrying non-canonical amino acids (ncAAs). The microviridins are a family of RiPPs characterized by their atypical tricyclic structure composed of lactone and lactam rings, and their activity as serine protease inhibitors. The generalities of their biosynthetic pathway have already been described, however, the lack of information on details such as the protease responsible for cleaving off the leader peptide from the cyclic core peptide has impeded the fast and cheap production of novel microviridin variants. In the present work, knowledge on leader peptide activation of enzymes from other RiPP families has been extrapolated to the microviridin family, making it possible to bypass the need of a leader peptide. This feature allowed for the exploitation of the microviridin biosynthetic machinery for the production of novel variants through the establishment of an efficient one-pot in vitro platform. The relevance of this chemoenzymatic approach has been exemplified by the synthesis of novel potent serine protease inhibitors from both rationally-designed peptide libraries and bioinformatically predicted microviridins. Additionally, new structure-activity relationships (SARs) could be inferred by screening microviridin intermediates. The significance of this technique was further demonstrated by the simple incorporation of ncAAs into the microviridin scaffold.
Hintergrund: Etablierte Protein- und Nukleinsäure-basierte Methoden für den spezifischen Pathogennachweis sind nur unter standardisierten Laborbedingungen von geschultem Personal durchführbar und daher mit einem hohen Zeit- und Kostenaufwand verbunden. In der Nukleinsäure-basierten Diagnostik kann durch die Einführung der isothermalen Amplifikation eine schnelle und kostengünstige Alternative zur Polymerase-Kettenreaktion (PCR) verwendet werden. Die Loop-mediated isothermal amplification (LAMP) bietet aufgrund der hohen Amplifikationseffizienz vielfältige Detektionsmöglichkeiten, die sowohl für Schnelltest- als auch für Monitoring-Anwendungen geeignet sind.
Ein wesentliches Ziel dieser Arbeit war die Verbesserung der Anwendbarkeit der LAMP und die Entwicklung einer neuen Methode für den einfachen, schnellen und günstigen Nachweis von Pathogenen mittels alternativer DNA- oder Pyrophosphat-abhängiger Detektionsverfahren. Hier wurden zunächst direkte und indirekte Detektionsmethoden untersucht und darauf aufbauend ein Verfahren entwickelt, mit dem neue Metallionen-abhängige Fluoreszenzfarbstoffe für die selektive Detektion von Pyrophosphat in der LAMP und anderen enzymatischen Reaktionen identifiziert werden können. Als Alternative für die DNA-basierte Detektion in der digitalen LAMP sollten die zuvor etablierten Farbstoffe für den Pyrophosphatnachweis in einer Emulsion getestet werden. Abschließend wurde ein neuer Reaktionsmechanismus für die effiziente Generierung hochmolekularer DNA unter isothermalen Bedingungen als Alternative zur LAMP entwickelt.
Ergebnisse: Für den Nachweis RNA- und DNA-basierter Phythopathogene konnte die Echtzeit- und Endpunktdetektion mit verschiedenen Farbstoffen in einem geschlossenen System etabliert werden. Hier wurde Berberin als DNA-interkalierender Fluoreszenzfarbstoff mit vergleichbarer Sensitivität zu SYBR Green und EvaGreen erfolgreich in der LAMP mit Echtzeitdetektion eingesetzt. Ein Vorteil von Berberin gegenüber den anderen Farbstoffen ist die Toleranz der DNA-Polymerase auch bei hohen Farbstoffkonzentrationen. Berberin kann daher auch in der geschlossenen LAMP-Reaktion ohne zusätzliche Anpassung der Reaktionsbedingungen für die Endpunktdetektion verwendet werden. Darüber hinaus konnte Hydroxynaphtholblau (HNB), das für den kolorimetrischen Endpunktnachweis bekannt ist, erstmals auch für die fluorimetrische Detektion der LAMP in Echtzeit eingesetzt werden. Zusätzlich konnten in der Arbeit weitere Metallionen-abhängige Farbstoffe zur indirekten Detektion der LAMP über das Pyrophosphat identifiziert werden. Dafür wurde eine iterative Methode entwickelt, mit der potenzielle Farbstoffe hinsichtlich ihrer Enzymkompatibilität und ihrer spektralen Eigenschaften bei An- oder Abwesenheit von Manganionen selektiert werden können. Mithilfe eines kombinatorischen Screenings im Mikrotiterplattenformat konnte die komplexe Konzentrationsabhängigkeit zwischen den einzelnen Komponenten für einen fluorimetrischen Verdrängungsnachweis untersucht werden. Durch die Visualisierung des Signal-Rausch-Verhältnis’ als Intensitätsmatrix (heatmap) konnten zunächst Alizarinrot S und Tetrazyklin unter simulierten Reaktionsbedingungen selektiert werden. In der anschließenden enzymatischen LAMP-Reaktion konnte insbesondere Alizarinrot S als günstiger, nicht-toxischer und robuster Fluoreszenzfarbstoff identifiziert werden und zeigte eine Pyrophosphat-abhängige Zunahme der Fluoreszenzintensität. Die zuvor etablierten Farbstoffe (HNB, Calcein und Alizarinrot S) konnten anschließend erfolgreich für die indirekte, fluorimetrische Detektion von Pyrophosphat in einer LAMP-optimierten Emulsion eingesetzt werden. Die Stabilität und Homogenität der generierten Emulsion wurde durch den Zusatz des Emulgators Poloxamer 188 verbessert. Durch die fluoreszenzmikroskopische Analyse der Emulsion war eine eindeutige Diskriminierung der positiven und negativen Tröpfchen vor allem bei Einsatz von Calcein und Alizarinrot S möglich. Aufgrund des komplexen Primer-Designs und der hohen Wahrscheinlichkeit unspezifischer Amplifikation in der LAMP wurde eine neue Bst DNA-Polymerase-abhängige isothermale Amplifikationsreaktion entwickelt. Durch die Integration einer spezifischen Linkerstruktur (abasische Stelle oder Hexaethylenglykol) zwischen zwei Primersequenzen konnte ein bifunktioneller Primer die effiziente Regenerierung der Primerbindungsstellen gewährleisten. Der neue Primer induziert nach der spezifischen Hybridisierung auf dem Templat die Rückfaltung zu einer Haarnadelstruktur und blockiert gleichzeitig die Polymeraseaktivität am Gegenstrang, wodurch eine autozyklische Amplifikation trotz konstanter Reaktionstemperatur möglich ist. Die Effizienz der „Hinge-initiated Primer dependent Amplification“ (HIP) konnte abschließend durch die Verkürzung der Distanz zwischen einem modifizierten Hinge-Primer und einem PCR-ähnlichen Primer verbessert werden.
Schlussfolgerung: Die LAMP hat sich aufgrund der hohen Robustheit und Effizienz zu einer leistungsfähigen Alternative für die klassische PCR in der molekularbiologischen Diagnostik entwickelt. Unterschiedliche Detektionsverfahren verbessern die Leistungsfähigkeit der qualitativen und quantitativen LAMP für die Feldanwendungen und für die Diagnostik, da die neuen DNA- und Pyrophosphat-abhängigen Nachweismethoden in einer geschlossenen Reaktion eingesetzt werden können und so eine einfache Pathogendiagnostik ermöglichen. Die gezeigten Methoden können darüber hinaus zu einer Kostensenkung und Zeitersparnis gegenüber den herkömmlichen Methoden beitragen. Ein attraktives Ziel stellt die Weiterentwicklung der HIP für den Pathogennachweis als Alternative zur LAMP dar. Hierbei können die neuen LAMP-Detektionsverfahren ebenfalls Anwendung finden. Die Verwendung von Bst DNA-Polymerase-abhängigen Reaktionen ermöglicht darüber hinaus die Integration einer robusten isothermalen Amplifikation in mikrofluidische Systeme. Durch die Kombination der Probenvorbereitung, Amplifikation und Detektion sind zukünftige Anwendungen mit kurzer Analysezeit und geringem apparativen Aufwand insbesondere in der Pathogendiagnostik möglich.
With Saccharomyces cerevisiae being a commonly used host organism for synthetic biology and biotechnology approaches, the work presented here aims at the development of novel tools to improve and facilitate pathway engineering and heterologous protein production in yeast. Initially, the multi-part assembly strategy AssemblX was established, which allows the fast, user-friendly and highly efficient construction of up to 25 units, e.g. genes, into a single DNA construct. To speed up complex assembly projects, starting from sub-gene fragments and resulting in mini-chromosome sized constructs, AssemblX follows a level-based approach: Level 0 stands for the assembly of genes from multiple sub-gene fragments; Level 1 for the combination of up to five Level 0 units into one Level 1 module; Level 2 for linkages of up to five Level 1 modules into one Level 2 module. This way, all Level 0 and subsequently all Level 1 assemblies can be carried out simultaneously. Individually planned, overlap-based Level 0 assemblies enable scar-free and sequence-independent assemblies of transcriptional units, without limitations in fragment number, size or content. Level 1 and Level 2 assemblies, which are carried out via predefined, computationally optimized homology regions, follow a standardized, highly efficient and PCR-free scheme. AssemblX follows a virtually sequence-independent scheme with no need for time-consuming domestication of assembly parts. To minimize the risk of human error and to facilitate the planning of assembly projects, especially for individually designed Level 0 constructs, the whole AssemblX process is accompanied by a user-friendly webtool. This webtool provides the user with an easy-to-use operating surface and returns a bench-protocol including all cloning steps. The efficiency of the assembly process is further boosted through the implementation of different features, e.g. ccdB counter selection and marker switching/reconstitution. Due to the design of homology regions and vector backbones the user can flexibly choose between various overlap-based cloning methods, enabling cost-efficient assemblies which can be carried out either in E. coli or yeast. Protein production in yeast is additionally supported by a characterized library of 40 constitutive promoters, fully integrated into the AssemblX toolbox. This provides the user with a starting point for protein balancing and pathway engineering. Furthermore, the final assembly cassette can be subcloned into any vector, giving the user the flexibility to transfer the individual construct into any host organism different from yeast.
As successful production of heterologous compounds generally requires a precise adjustment of protein levels or even manipulation of the host genome to e.g. inhibit unwanted feedback regulations, the optogenetic transcriptional regulation tool PhiReX was designed. In recent years, light induction was reported to enable easy, reversible, fast, non-toxic and nearly gratuitous regulation, thereby providing manifold advantages compared to conventional chemical inducers. The optogenetic interface established in this study is based on the photoreceptor PhyB and its interacting protein PIF3. Both proteins, derived from Arabidopsis thaliana, dimerize in a red/far-red light-responsive manner. This interaction depends on a chromophore, naturally not available in yeast. By fusing split proteins to both components of the optical dimerizer, active enzymes can be reconstituted in a light-dependent manner. For the construction of the red/far-red light sensing gene expression system PhiReX, a customizable synTALE-DNA binding domain was fused to PhyB, and a VP64 activation domain to PIF3. The synTALE-based transcription factor allows programmable targeting of any desired promoter region. The first, plasmid-based PhiReX version mediates chromophore- and light-dependent expression of the reporter gene, but required further optimization regarding its robustness, basal expression and maximum output. This was achieved by genome-integration of the optical regulator pair, by cloning the reporter cassette on a high-copy plasmid and by additional molecular modifications of the fusion proteins regarding their cellular localization. In combination, this results in a robust and efficient activation of cells over an incubation time of at least 48 h. Finally, to boost the potential of PhiReX for biotechnological applications, yeast was engineered to produce the chromophore. This overcomes the need to supply the expensive and photo-labile compound exogenously. The expression output mediated through PhiReX is comparable to the strong constitutive yeast TDH3 promoter and - in the experiments described here - clearly exceeds the commonly used galactose inducible GAL1 promoter.
The fast-developing field of synthetic biology enables the construction of complete synthetic genomes. The upcoming Synthetic Yeast Sc2.0 Project is currently underway to redesign and synthesize the S. cerevisiae genome. As a prerequisite for the so-called “SCRaMbLE” system, all Sc2.0 chromosomes incorporate symmetrical target sites for Cre recombinase (loxPsym sites), enabling rearrangement of the yeast genome after induction of Cre with the toxic hormonal substance beta-estradiol. To overcome the safety concern linked to the use of beta-estradiol, a red light-inducible Cre recombinase, dubbed L-SCRaMbLE, was established in this study. L-SCRaMbLE was demonstrated to allow a time- and chromophore-dependent recombination with reliable off-states when applied to a plasmid containing four genes of the beta-carotene pathway, each flanked with loxPsym sites. When directly compared to the original induction system, L-SCRaMbLE generates a larger variety of recombination events and lower basal activity. In conclusion, L-SCRaMbLE provides a promising and powerful tool for genome rearrangement.
The three tools developed in this study provide so far unmatched possibilities to tackle complex synthetic biology projects in yeast by addressing three different stages: fast and reliable biosynthetic pathway assembly; highly specific, orthogonal gene regulation; and tightly controlled synthetic evolution of loxPsym-containing DNA constructs.
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.
During the course of millions of years, evolutionary forces have shaped the current distribution of species and their genetic variability, by influencing their phylogeny, adaptability and probability of survival. Southeast Asia is an extraordinary biodiverse region, where past climate events have resulted in dramatic changes in land availability and distribution of vegetation, resulting likewise in periodic connections between isolated islands and the mainland. These events have influenced the way species are distributed throughout this region but, more importantly, they influenced the genesis of genetic diversity. Despite the observation that a shared paleo-history resulted in very diverse species phylogeographic patterns, the mechanisms behind these patterns are still poorly understood.
In this thesis, I investigated and contrasted the phylogeography of three groups of ungulate species distributed within South and Southeast Asia, aiming to understand what mechanisms have shaped speciation and geographical distribution of genetic variability. For that purpose, I analysed the mitogenomes of historical samples, in order to account for populations from the entire range of species distributions – including populations that no longer exist. This thesis is organized in three manuscripts, which correspond to the three investigated groups: red muntjacs, Rusa deer and Asian rhinoceros.
Red muntjacs are a widely distributed species and occur in very different habitats. We found evidence for gene-flow among populations of different islands, indicative of their ability to utilize the available land corridors. However, we described also the existence of at least two dispersal barriers that created population differentiation within this group; one isolated Sundaic and Mainland populations and the second separated individuals from Sri Lanka.
Second, the two Rusa species investigated here revealed another consequence of the historical land connections. While the two species were monophyletic, we found evidence of hybridisation in Java, facilitated by the expansion of the widespread sambar, Rusa unicolor. Consequently, I found that all the individuals of Javan deer, R. timorensis which were transported to the east of Sundaland by humans, to be of hybrid descent.
In the last manuscript, we were able to include samples from the extinct mainland populations of both Sumatran and Javan rhinoceros. The results revealed a much higher genetic diversity of the historical populations than ever reported for the contemporaneous survivors. Their evolutionary histories revealed a close relationship to climatic events of the Pleistocene but, more importantly, point out the vast extent of genetic erosion within these two endangered species.
The specific phylogeographic history of the species showed some common patters of genetic differentiation that could be directly linked to the climatic and geological changes on the Sunda Shelf during the Pleistocene. However, by contrasting these results I discussed that the same geological events
did not always result in similar histories. One obvious example was the different permeability of the land corridors of Sundaland, as the ability of each species to utilize this newly available land was directly related to their specific ecological requirements. Taken together, these results have an important contribution to the general understanding of evolution in this biodiversity hotspot and the main drivers shaping the distribution of genetic diversity, but could also have important consequences for taxonomy and conservation of the three investigated groups.
Carbohydrate-protein interactions are ubiquitous in nature. They provide the initial molecular contacts in many cell-cell processes as for example immune responses, signal transduction, egg fertilization and infection processes of pathogenic viruses and bacteria. Furthermore, bacteria themselves are infected by bacteriophages, viruses which can cause the bacterial lysis, but do not affect other hosts. The infection process of a bacteriophage involves the specific detection and binding of the bacterium, which can be based on a carbohydrate-protein interaction. The mechanism of specific detection of pathogenic bacteria can thereby be useful for the development of bacteria sensors in the food industry or for tools in diagnostics.
Bacteriophages of the Podoviridae family use tailspike proteins for the specific detection of enteritis causing bacteria as Escherichia coli, Salmonella spp. or Shigella flexneri. The tailspike protein provides the first contact by binding to the carbohydrate containing O-antigen part of lipopolysaccharide in the Gram-negative cell wall. After binding to O-antigen repeating units, the enzymatic activity of tailspike proteins leads to cleavage of the carbohydrate chains, which enables the bacteriophage to approach the bacterial surface for DNA injection. Tailspike proteins thereby exhibit a relatively low affinity to the oligosaccharide structures of O-antigen due to the necessary binding, cleavage and release cycle, compared for example to antibodies. In this work it was aimed to study the determinants that influence carbohydrate affinity in the extended TSP binding grooves. This is a prerequisite to design a high-affinity tailspike protein based bacteria sensor.
For this purpose the tailspike protein of the bacteriophage Sf6 (Sf6 TSP) was used, which specifically binds Shigella flexneri Y O-antigen with two tetrasaccharide repeating units at the intersubunits of the trimeric β-helix protein. The Sf6 TSP endorhamnosidase cleaves the O-antigen, which leads to an octasaccharide as the main product. The binding affinity of inactive Sf6 TSP towards polysaccharide was characterized by fluorescence titration experiments and surface plasmon resonance (SPR).
Moreover, cysteine mutations were introduced into the Sf6 TSP binding site for the covalent thiol-coupling of an environment-sensitive fluorescent label to obtain a sensor for Shigella flexneri Y based on TSP-O-antigen recognition. This sensor showed a more than 100 % amplitude increase of a visible light fluorescence upon the binding of a polysaccharide test solution. Improvements of the TSP sensor can be achieved by increasing the tailspike affinity towards the O-antigen. Therefore molecular dynamics simulations evaluating ligand flexibility, hydrogen bond occupancies and water network distributions were used for affinity prediction on the available cysteine mutants of Sf6 TSP. The binding affinities were experimentally analyzed by SPR. This combined computational and experimental set-up for the design of a high-affinity carbohydrate binding protein could successfully distinguish strongly increased and decreased affinities of single amino acid mutants.
A thermodynamically and structurally well characterized set of another tailspike protein HK620 TSP with high-affinity mutants was used to evaluate the influence of water molecules on binding affinity. The free enthalpy of HK620 TSP oligosaccharide complex formation thereby either derived from the replacement of a conserved water molecule or by immobilization of two water molecules upon ligand binding. Furthermore, the enthalpic and entropic contributions of water molecules in a hydrophobic binding pocket could be assigned by free energy calculations. The findings in this work can be helpful for the improvement of carbohydrate docking and carbohydrate binding protein engineering algorithms in the future.
All life-sustaining processes are ultimately driven by thousands of biochemical reactions occurring in the cells: the metabolism. These reactions form an intricate network which produces all required chemical compounds, i.e., metabolites, from a set of input molecules. Cells regulate the activity through metabolic reactions in a context-specific way; only reactions that are required in a cellular context, e.g., cell type, developmental stage or environmental condition, are usually active, while the rest remain inactive. The context-specificity of metabolism can be captured by several kinds of experimental data, such as by gene and protein expression or metabolite profiles. In addition, these context-specific data can be assimilated into computational models of metabolism, which then provide context-specific metabolic predictions.
This thesis is composed of three individual studies focussing on context-specific experimental data integration into computational models of metabolism. The first study presents an optimization-based method to obtain context-specific metabolic predictions, and offers the advantage of being fully automated, i.e., free of user defined parameters. The second study explores the effects of alternative optimal solutions arising during the generation of context-specific metabolic predictions. These alternative optimal solutions are metabolic model predictions that represent equally well the integrated data, but that can markedly differ. This study proposes algorithms to analyze the space of alternative solutions, as well as some ways to cope with their impact in the predictions.
Finally, the third study investigates the metabolic specialization of the guard cells of the plant Arabidopsis thaliana, and compares it with that of a different cell type, the mesophyll cells. To this end, the computational methods developed in this thesis are applied to obtain metabolic predictions specific to guard cell and mesophyll cells. These cell-specific predictions are then compared to explore the differences in metabolic activity between the two cell types. In addition, the effects of alternative optima are taken into consideration when comparing the two cell types. The computational results indicate a major reorganization of the primary metabolism in guard cells. These results are supported by an independent 13C labelling experiment.