A novel cost effective and high-throughput isolation and identification method for marine microalgae

Background: Marine microalgae are of major ecologic and emerging economic importance. Biotechnological screening schemes of microalgae for specific traits and laboratory experiments to advance our knowledge on algal biology and evolution strongly benefit from culture collections reflecting a maximum of the natural inter- and intraspecific diversity. However, standard procedures for strain isolation and identification, namely DNA extraction, purification, amplification, sequencing and taxonomic identification still include considerable constraints increasing the time required to establish new cultures. Results: In this study, we report a cost effective and high-throughput isolation and identification method for marine microalgae. The throughput was increased by applying strain isolation on plates and taxonomic identification by direct PCR (dPCR) of phylogenetic marker genes in combination with a novel sequencing electropherogram based screening method to assess the taxonomic diversity and identity of the isolated cultures. For validation of the effectiveness of this approach, we isolated and identified a range of unialgal cultures from natural phytoplankton communities sampled in the Arctic Ocean. These cultures include the isolate of a novel marine Chlorophyceae strain among several different diatoms. Conclusions: We provide an efficient and effective approach leading from natural phytoplankton communities to isolated and taxonomically identified algal strains in only a few weeks. Validated with sensitive Arctic phytoplankton, this approach overcomes the constraints of standard molecular characterisation and establishment of unialgal cultures

Physiology, syntrophy and viral interplay in the marine sponge holobiont

Holobionts result from intimate associations of eukaryotic hosts and microbes and are now widely accepted as ubiquitous and important elements of nature. Marine sponge holobionts combine simple morphology and complex microbiology whilst diverging early in the animal kingdom. As filter feeders, sponges feed on planktonic bacteria, but also harbour stable species-specific microbial consortia. This interaction with bacteria renders sponges to exciting systems to study basal determinants of animal-microbe symbioses. While inventories of symbiont taxa and gene functions continue to grow, we still know little about the symbiont physiology, cellular interactions and metabolic currencies within sponges. This limits our mechanistic understanding of holobiont stability and function. Therefore, this PhD thesis set out to study the questions of what individual symbionts actually do and how they interact. The first part of this thesis focuses on the cell physiology of cosmopolitan sponge symbionts. For the first time, I characterised the ultrastructure of dominant sponge symbiont clades within sponge tissue by establishing fluorescence in situ hybridization-correlative light and electron microscopy (FISH-CLEM). In combination with genome-centred metatranscriptomics, this approach revealed structural adaptations of symbionts to process complex holobiont-derived nutrients (i.e., bacterial microcompartments and bipolar storage polymers). Next, we unravelled complementary symbiont physiologies and cell co-localisation indicating vivid symbiont-symbiont metabolic interactions within the holobiont. This suggests strategies of nutritional resource partitioning and syntrophy to dominate over spatial segregation to avoid competitive exclusion- a mechanistic framework to sustain high microbial diversity. By combining stable isotope pulse-chase experiments with metabolic imaging, we demonstrated that symbionts can account for up to 60 % of the heterotrophic carbon and nitrogen assimilation in sponges. Thus, sponge symbiont action determines sponge-driven biochemical cycles in marine ecosystems. Finally, I explored the role of phages in the sponge holobiont focussing on tripartie phage-microbe-host interplay. Sponges appeared as rich reservoirs of novel viral diversity with 491 previously unidentified genus-level viral clades. Further, sponges harboured highly individual, yet species-specific viral communities. Importantly, I discovered that phages, termed “Ankyphages”, abundantly encode ankyrin proteins. Such “Ankyphages” I found to be widespread in host-associated environments, including humans. Using macrophage infection assays I showed that phage ankyrins aid bacteria in eukaryote immune evasion by downregulating eukaryotic antibacterial immunity. Thus, I identified a potentially widespread mechanism of tripartite phage-prokaryote-host interplay where phages foster animal-microbe symbioses. Altogether, I draw three main conclusions: The sponge holobiont is a metabolically intertwined ecosystem, with symbiont action impacting the environment, and tripartite phage-prokaryote-eukaryote interplay fostering symbiosis

On the discrepancy principle for stochastic gradient descent

Stochastic gradient descent (SGD) is a promising numerical method for solving large-scale inverse problems. However, its theoretical properties remain largely underexplored in the lens of classical regularization theory. In this note, we study the classical discrepancy principle, one of the most popular a posteriori choice rules, as the stopping criterion for SGD, and prove the finite-iteration termination property and the convergence of the iterate in probability as the noise level tends to zero. The theoretical results are complemented with extensive numerical experiments

The Path Integral for 1+1-dimensional QCD

We derive a path integral expression for the transition amplitude in 1+1-dimensional QCD starting from canonically quantized QCD. Gauge fixing after quantization leads to a formulation in terms of gauge invariant but curvilinear variables. Remainders of the curved space are Jacobians, an effective potential, and sign factors just as for the problem of a particle in a box. Based on this result we derive a Faddeev-Popov like expression for the transition amplitude avoiding standard infinities that are caused by integrations over gauge equivalent configurations.Comment: 16 pages, LaTeX, 3 PostScript figures, uses epsf.st

Membrane fusion

Membrane fusion, one of the most fundamental processes in life, occurs when two separate lipid membranes merge into a single continuous bilayer. Fusion reactions share common features, but are catalyzed by diverse proteins. These proteins mediate the initial recognition of the membranes that are destined for fusion and pull the membranes close together to destabilize the lipid/water interface and to initiate mixing of the lipids. A single fusion protein may do everything or assemblies of protein complexes may be required for intracellular fusion reactions to guarantee rigorous regulation in space and time. Cellular fusion machines are adapted to fit the needs of different reactions but operate by similar principles in order to achieve merging of the bilayers

A ring of instantons inducing a monopole loop

We consider the superposition of infinitely many instantons on a circle in R^4. The construction yields a self-dual solution of the Yang-Mills equations with action density concentrated on the ring. We show that this configuration is reducible in which case magnetic charge can be defined in a gauge invariant way. Indeed, we find a unit charge monopole (worldline) on the ring. This is an analytic example of the correlation between monopoles and action/topological density, however with infinite action. We show that both the Maximal Abelian Gauge and the Laplacian Abelian Gauge detect the monopole, while the Polyakov gauge does not. We discuss the implications of this configuration.Comment: 11 pages, 1 figur