Novel technologies for genome analysis have provided almost unlimited opportunities to uncover structural gene variants behind human disorders. Whole exome sequencing (WES) is especially useful for understanding rare Mendelian conditions, because it reduces the requirements for a priori clinical data, and can be applied on a small number of patients. However, supporting functional data on the effect of specific gene variants are often required to power these findings. A variety of methods and biological model systems exists for this purpose. Among those, induced pluripotent stem cells (iPSCs), which are capable of self-renewal and differentiation, stand out as an alternative to animal models. In papers I and II we took advantage of WES to identify gene variants underlying autosomal recessive pure hair and nail ectodermal dysplasia (AR PHNED) as well as autosomal dominant familial visceral myopathy (FVM). We identified a homozygous variant c.821T>C (p.Phe274Ser) in the KRT74 gene as the causative mutation in AR PHNED, supported by the fact that Keratin-74 was undetectable in hair follicles of an affected family member. In a family segregating FVM we found a heterozygous tandem base substitution c.806_807delinsAA (p.(Gly269Glu)) in the ACTG2 gene in the affected members. This novel variant is associated with a broad range of visceral symptoms and a variable age of onset. In Paper III we explored the similarity between clonally derived iPSC lines originating from a single parental fibroblast line and we highlighted the necessity to use lines originating from various donors in disease modeling because of biological variation. Paper IV focused on how the genomic integrity of iPSCs is affected by the choice of reprogramming methods. We described several novel cytogenetic rearrangements in iPSCs and we identified a chromosome 5q duplication as a candidate aberration for growth advantage. In summary, this doctoral thesis brings novel findings on unreported disease-causing variants, as supported by extensive genetic analysis and functional data. A novel molecular mechanism behind AR PHNED is presented and the phenotypic spectrum associated with FVM is expanded. In addition, the thesis brings novel understanding of benefits and limitations of the iPSC technology to be considered for disease modeling.

The drought response of the extremophile Eutrema salsugineum (Thellungiella salsuginea) was studied using an experimental protocol involving two progressive drought exposures separated by a recovery period. Accessions from the Yukon Territory, Canada, and Shandong Province, China, were distinguished with respect to their responses to the initial drought, their recovery from wilting, and their response to a subsequent drought following recovery. Eutrema cauline leaves and rosettes were sampled at different stages of the drought treatment for water status and biomass measurements and this information guided tissue selection for transcriptome sequencing by RNA-Seq. For Yukon plants, the initial drought led to a 46% reduction in stomatal conductance (from 122.3 to 66.3 mol m-2s-1) and 25% reduction in rosette water loss relative to unstressed control plants, evidence of drought avoidance to conserve water. Yukon leaf solute potentials decreased to -1.83 MPa compared to -1.54 MPa for Shandong leaves indicating that more solutes accumulated in Yukon leaves in response to drought. Upon wilting, Yukon plants re-established turgor at significantly lower leaf solute potentials than the level for well-watered Yukon plants consistent with osmotic adjustment. In contrast, leaf solute potentials in re-watered Shandong plants returned to pre-drought levels (-1.6 MPa). During the second drought exposure, leaf water content and specific leaf area measurements were significantly higher in Yukon plants compared to plants experiencing the initial drought and wilting was delayed relative to Shandong plants. At the transcriptional level, the initial drought exposure resulted in over 2000 differentially expressed genes in leaves of Yukon plants compared to only two in Shandong plants. Following exposure to a second drought only 45 genes were differentially expressed in leaves of Yukon plants while Shandong plants underwent substantial transcriptional re-programming with nearly 500 genes showing differential expression. Studies of Eutrema grown under controlled conditions were supplemented by physiological measurements made using Eutrema plants found on saline soils in the Yukon. The average stomatal conductance for field plants was 84.8 mol m-2s-1, a rate similar to that of drought-treated Yukon plants in the cabinet. Leaf solute potentials of field plants ranged from -2.0 MPa to -3.5 MPa. RT-qPCR showed the relative expression of four dehydrin-encoding genes, EsRAB18, EsRD22, EsRD29A, and EsERD1, was high in the field plants and levels of expression were comparable to drought-stressed cabinet plants. In summary, Eutrema salsugineum has a naturally high tolerance to water deficits. Between the two accessions studied, Yukon plants have a superior capacity to withstand drought relative to Shandong plants. The heightened capacity for Yukon plants to recover from drought and tolerate repeated drought exposures makes this accession a particularly valuable model for studying many mechanisms underlying innate and inducible plant tolerance to drought. / Thesis / Doctor of Philosophy (PhD)

Cellular heterogeneity is regarded as a major factor for treatment response and resistance in a variety of malignant tumors, including malignant melanoma. More recent developments of single-cell sequencing technology provided deeper insights into this phenomenon. Single-cell data were used to identify prognostic subtypes of melanoma tumors, with a special emphasis on immune cells and fibroblasts in the tumor microenvironment. Moreover, treatment resistance to checkpoint inhibitor therapy has been shown to be associated with a set of differentially expressed immune cell signatures unraveling new targetable intracellular signaling pathways. Characterization of T cell states under checkpoint inhibitor treatment showed that exhausted CD8+ T cell types in melanoma lesions still have a high proliferative index. Other studies identified treatment resistance mechanisms to targeted treatment against the mutated BRAF serine/threonine protein kinase including repression of the melanoma differentiation gene microphthalmia-associated transcription factor (MITF) and induction of AXL receptor tyrosine kinase. Interestingly, treatment resistance mechanisms not only included selection processes of pre-existing subclones but also transition between different states of gene expression. Taken together, single-cell technology has provided deeper insights into melanoma biology and has put forward our understanding of the role of tumor heterogeneity and transcriptional plasticity, which may impact on innovative clinical trial designs and experimental approaches.

The nutrient exchange between plant and fungus is the key element of the arbuscular mycorrhizal (AM) symbiosis. The fungus improves the plant’s uptake of mineral nutrients, mainly phosphate, and water, while the plant provides the fungus with photosynthetically assimilated carbohydrates. Still, the knowledge about the mechanisms of the nutrient exchange between the symbiotic partners is very limited. Therefore, transport processes of both, the plant and the fungal partner, are investigated in this study. In order to enhance the understanding of the molecular basis underlying this tight interaction between the roots of Medicago truncatula and the AM fungus Rhizophagus irregularis, genes involved in transport processes of both symbiotic partners are analysed here. The AM-specific regulation and cell-specific expression of potential transporter genes of M. truncatula that were found to be specifically regulated in arbuscule-containing cells and in non-arbusculated cells of mycorrhizal roots was confirmed. A model for the carbon allocation in mycorrhizal roots is suggested, in which carbohydrates are mobilized in non-arbusculated cells and symplastically provided to the arbuscule-containing cells. New insights into the mechanisms of the carbohydrate allocation were gained by the analysis of hexose/H+ symporter MtHxt1 which is regulated in distinct cells of mycorrhizal roots. Metabolite profiling of leaves and roots of a knock-out mutant, hxt1, showed that it indeed does have an impact on the carbohydrate balance in the course of the symbiosis throughout the whole plant, and on the interaction with the fungal partner. The primary metabolite profile of M. truncatula was shown to be altered significantly in response to mycorrhizal colonization. Additionally, molecular mechanisms determining the progress of the interaction in the fungal partner of the AM symbiosis were investigated. The R. irregularis transcriptome in planta and in extraradical tissues gave new insight into genes that are differentially expressed in these two fungal tissues. Over 3200 fungal transcripts with a significantly altered expression level in laser capture microdissection-collected arbuscules compared to extraradical tissues were identified. Among them, six previously unknown specifically regulated potential transporter genes were found. These are likely to play a role in the nutrient exchange between plant and fungus. While the substrates of three potential MFS transporters are as yet unknown, two potential sugar transporters are might play a role in the carbohydrate flow towards the fungal partner. In summary, this study provides new insights into transport processes between plant and fungus in the course of the AM symbiosis, analysing M. truncatula on the transcript and metabolite level, and provides a dataset of the R. irregularis transcriptome in planta, providing a high amount of new information for future works. / In der arbuskulären Mykorrhiza (AM) Symbiose werden die Wurzeln fast aller Landpflanzen von Pilzen der Abteilung Glomeromycota besiedelt. Der Pilz erleichtert der Pflanze die Aufnahme von Mineralien, hauptsächlich Phosphat, und Wasser. Im Gegenzug versorgt die Pflanze ihn mit Photoassimilaten. Trotz der zentralen Bedeutung der Austauschmechanismen zwischen Pilz und Pflanze ist nur wenig darüber bekannt. Um die molekularen Grundlagen der Interaktion zwischen den Wurzeln der Leguminose Medicago truncatula und dem arbuskulären Mykorrhizapilz Rhizophagus irregularis besser zu verstehen, werden hier die Transportprozesse, die zwischen den Symbiosepartnern ablaufen, näher untersucht. Die zellspezifische Regulation der Transkription potentieller M. truncatula Transporter Gene in arbuskelhaltigen und nicht-arbuskelhaltigen Zellen mykorrhizierter Wurzeln wird bestätigt. Ein Modell zur möglichen Verteilung von Kohlenhydraten in mykorrhizierten Wurzeln, nach dem Zucker in nicht-arbuskelhaltigen Zellen mobilisiert und symplastisch an arbuskelhaltige Zellen abgegeben werden, wird vorgestellt. Die Analyse eines Mykorrhiza-induzierten Hexose/H+ Symporter Gens, MtHxt1, liefert neue Einsichten in die Mechanismen der Kohlenhydratverteilung in mykorrhizierten Pflanzen. Metabolitanalysen von Wurzeln und Blättern einer knock-out Mutante dieses Gens zeigen dessen Einfluss auf den Kohlenhydrathaushalt der ganzen Pflanze und auf die Interaktion mit dem Pilz. Die Metabolitzusammensetzung von M. truncatula wird durch die Mykorrhiza Symbiose signifikant beeinflusst. Darüber hinaus werden durch Transkriptomanalysen die molekularen Grundlagen der AM Symbiose auf der Seite des Pilzes analysiert. Arbuskeln wurden mittels Laser Capture Mikrodissektion direkt aus mykorrhizierten Wurzeln isoliert. Über 3200 pilzliche Transkripte weisen in diesen Arbuskeln im Vergleich zu extraradikalen Geweben ein deutlich verändertes Expressionslevel auf. Unter diesen Transkripten sind auch sechs zuvor unbekannte Gene, die für potentielle Transporter codieren und mit großer Wahrscheinlichkeit eine Rolle im Nährstoffaustausch zwischen Pilz und Pflanze spielen. Während die Substrate von drei potentiellen MFS Transportern noch unbekannt sind, spielen zwei potentiellen Zuckertransporter möglicherweise eine Rolle im Transport von Kohlenhydraten in Richtung des Pilzes. Zusammengefasst bietet diese Arbeit neue Einsichten in Transportprozesse zwischen Pilz und Pflanze im Laufe der AM Symbiose. M. truncatula Transkript- und Metabolitlevel werden analysiert und die Transkriptomanalyse von R. irregularis liefert einen umfassenden Datensatz mit einer großen Menge an Informationen zu der noch unzureichend erforschten pilzlichen Seite der Symbiose für folgende Arbeiten.

In this thesis I apply new sequencing technologies and analytical methods derived from genomics and computer science to the neuroanatomy of gene expression. The first project explores characteristics of gene expression across adult neocortical layers in a representative mammal – the mouse. Amongst the thousands of genes and transcripts differentially expressed across layers, I found common functional characteristics of genes that define certain layers, candidate cases of isoform switching, and over a thousand apparent long intergenic non-coding RNA transcripts. The second project compares patterns of gene expression in the structurally diverged adult derivatives of the pallium in mice and chickens. Overall, gene expression levels were moderately correlated between the two species. While expression patterns of ‘marker’ genes were only poorly conserved in these regions, there nevertheless was significant conservation of cross-species marker genes for homologous structures, cell types and functionally analogous regions. Many aspects of these data from both projects can now be easily browsed and searched from custom-built web interfaces. In addition to generating unprecedented genome-wide resources for the neuroscience community to explore the functional and structural dimensions of gene expression amongst different pallial regions in mammals and birds, this work also provides new insights into the widespread evolutionary shuffling of adult marker gene expression.

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