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Dynamic interactions and their changes are at the forefront of current research in bioinformatics and systems biology. This thesis focusses on two particular dynamic aspects of cellular adaptation: miRNA and metabolites.
miRNAs have an established role in hematopoiesis and megakaryocytopoiesis, and platelet miRNAs have potential as tools for understanding basic mechanisms of platelet function. The thesis highlights the possible role of miRNAs in regulating protein translation in platelet lifespan with relevance to platelet apoptosis and identifying involved pathways and potential key regulatory molecules. Furthermore, corresponding miRNA/target mRNAs in murine platelets are identified. Moreover, key miRNAs involved in aortic aneurysm are predicted by similar techniques. The clinical relevance of miRNAs as biomarkers, targets, resulting later translational therapeutics, and tissue specific restrictors of genes expression in cardiovascular diseases is also discussed.
In a second part of thesis we highlight the importance of scientific software solution development in metabolic modelling and how it can be helpful in bioinformatics tool development along with software feature analysis such as performed on metabolic flux analysis applications. We proposed the “Butterfly” approach to implement efficiently scientific software programming. Using this approach, software applications were developed for quantitative Metabolic Flux Analysis and efficient Mass Isotopomer Distribution Analysis (MIDA) in metabolic modelling as well as for data management. “LS-MIDA” allows easy and efficient MIDA analysis and, with a more powerful algorithm and database, the software “Isotopo” allows efficient analysis of metabolic flows, for instance in pathogenic bacteria (Salmonella, Listeria). All three approaches have been published (see Appendices).
In contrast to c-Myc, a deregulated expression of the MYCN gene is restricted to human neuroendocrine tumours. In most cases, the excessive activity of N-Myc results from a MYCN amplification. In neuroblastoma, amplification of MYCN is a predictor of poor prognosis and resistance to therapy. The inability to target the N-Myc protein directly necessitates the search for alternative targets. This project aimed at identifying genes specifically required for growth and survival of cells that express high levels of N-Myc using high-throughput shRNA screening combined with next generation sequencing. The identification and analysis of these genes will shed light on functional interaction partners of N-Myc.
We screened a shRNA library containing 18,327 shRNAs and identified 148 shRNAs, which were selectively depleted in the presence of active N-Myc. In addition, shRNAs targeting genes that are involved in p53 and ARF turnover and apoptosis were depleted in the cell population during the screen. These processes are known to affect N-Myc-mediated apoptosis. Consequently, these results biologically validated the screen. The 148 shRNAs that showed a significant synthetic lethal interaction with high levels of N-Myc expression were further analysed using the bioinformatics program DAVID. We found an enrichment of shRNAs that target genes involved in specific biological processes. For example, we validated synthetic lethal interactions for genes such as, THOC1, NUP153 and LARP7, which play an important role in the process of RNA polymerase II-mediated transcription elongation. We also validated genes that are involved in the neddylation pathway.
In the screen we identified Cullin 3, which is a component of the BTB-CUL3-Rbx1 ubiquitin ligase that is involved in the turnover of Cyclin E. Depletion of cullin 3 and activation of N-Myc was found to synergistically increase Cyclin E expression to supraphysiological levels, inducing S-phase arrest and a strong DNA damage response.
Together with results from a proteomics analysis of N-Myc associated proteins, our results lead us to the following hypothesis: In a neuroblastoma cell, the high levels of N-Myc result in a conflict between RNA polymerase II and the replication machinery during S-phase. The newly identified interaction partners of N- Myc are required to solve this conflict. Consequently, loss of the interaction leads to a massive DNA damage and the induction of apoptosis. In addition, inhibition or depletion of the essential components of the neddylation pathway also results in an unresolvable problem during S-phase.
Neisseria gonorrhoeae is a human-specific pathogen that causes gonorrhea. It is defined as a super bacterium by the WHO due to the emergence of gonococci that are resistant to a variety of antibiotics and a rapidly increasing infection incidence. Genome-wide investigation of neisserial gene essentiality and novel virulence factors is urgently required in order to identify new targets for anti-neisserial therapeutics. To identify essential genes and new virulence factors, a high-density mutant library in N. gonorrhoeae MS11 was generated by in vitro transposon mutagenesis. The transposon library harbors more than 100,000 individual mutants, a density that is unprecedented in gonococcal research. Essential genes in N. gonorrhoeae were determined by enumerating frequencies of transposon insertion sites (TIS) with Illumina deep sequencing (Tn-seq). Tn-seq indicated an average distance between adjacent TIS of 25 bp. Statistical analysis unequivocally demonstrated 781 genes that were significantly depleted in TIS and thus are essential for Neisseria survival. A subset of the genes was experimentally verified to comprise essential genes and thus support the outcome of the study. The hereby identified candidate essential genes thus may constitute excellent targets for the development of new antibiotics or vaccines.
In a second study, the transposon mutant library was applied in a genome-scale “negative-selection strategy” to identify genes that are involved in low phosphate-dependent invasion (LPDI). LPDI is dependent on the Neisseria porin subtype PorBIA which acts as an epithelial cell invasin in absence of phosphate and is associated with severe pathogenicity in disseminated gonococcal infections (DGI). Tn-seq demonstrated 98 genes, which were involved in adherence to host cells and 43 genes involved in host cell invasion. E.g. the hypothetical protein NGFG_00506, an ABC transporter ATP-binding protein NGFG_01643, as well as NGFG_04218 encoding a homolog of mafI in N. gonorrhoeae FA1090 were experimentally verified as new invasive factors in LPDI. NGFG_01605, a predicted protease, was identified to be a common factor involved in PorBIA, Opa50 and Opa57-mediated neisserial engulfment by the epithelial cells. Thus, this first systematic Tn-seq application in N. gonorrhoeae identified a set of previously unknown N. gonorrhoeae invasive factors which demonstrate molecular mechanisms of DGI.
Localization microscopy is a class of super-resolution fluorescence microscopy techniques. Localization microscopy methods are characterized by stochastic temporal isolation of fluorophore emission, i.e., making the fluorophores blink so rapidly that no two are
likely to be photoactive at the same time close to each other. Well-known localization microscopy methods include dSTORM}, STORM, PALM, FPALM, or GSDIM. The biological community has taken great interest in localization microscopy, since it can enhance the resolution of common fluorescence microscopy by an order of magnitude at little experimental cost.
However, localization microscopy has considerable computational cost since millions of individual stochastic emissions must be located with nanometer precision. The computational cost of this evaluation, and the organizational cost of implementing the complex algorithms, has impeded adoption of super-resolution microscopy for a long time.
In this work, I describe my algorithmic framework for evaluating localization microscopy data.
I demonstrate how my novel open-source software achieves real-time data evaluation, i.e., can evaluate data faster than the common experimental setups can capture them.
I show how this speed is attained on standard consumer-grade CPUs, removing the need for computing on expensive clusters or deploying graphics processing units.
The evaluation is performed with the widely accepted Gaussian PSF model and a Poissonian maximum-likelihood noise model.
I extend the computational model to show how robust, optimal two-color evaluation is realized, allowing correlative microscopy between multiple proteins or structures. By employing cubic B-splines, I show how the evaluation of three-dimensional samples can be made simple and robust, taking an important step towards precise imaging of micrometer-thick samples.
I uncover the behavior and limits of localization algorithms in the face of increasing emission densities.
Finally, I show up algorithms to extend localization microscopy to common biological problems.
I investigate cellular movement and motility by considering the in vitro movement of myosin-actin filaments. I show how SNAP-tag fusion proteins enable imaging with bright and stable organic fluorophores in live cells. By analyzing the internal structure of protein clusters, I show how localization microscopy can provide new quantitative approaches beyond pure imaging.
Toll-like receptors (TLR) are pattern recognition receptors (PRR) by which macrophages (MØ) sense pathogen-associated molecular patterns (PAMPs). The recognition of lipopolysaccharide (LPS), the PAMP of gram negative bacteria, by TLR4 triggers signaling cascades and leads to the pro-inflammatory activation of the cells. A recent quantitative and kinetic analysis of the phosphoproteome of LPS-activated primary macrophages highlighted the cytoskeleton as a cell compartment with an enriched protein phosphorylation. In total 44 cytoskeleton-associated proteins were regulated by this post-translational modification and thus might be involved in the control and regulation of key macrophage functions like spreading, motility and phagocytosis.
To investigate the control of cytoskeleton-associated cell functions by TLR4 activation, we first developed a method to quantitatively measure the spreading response of bone marrow MØ after stimulation with LPS. Fluorescence microscopy was used for cell imaging and visualisation of the MØ contact area. In collaboration with the Fraunhofer Institute Erlangen, we developed and validated a software tool for the semi-automated segmentation and quantitation of MØ fluorescence microscopy data, which allowed fast, robust and objective image analysis. Using this method, we observed that LPS caused time-dependent spreading, which was detectable after 1-2 h and maximal after 24 h. Next, the impact of genetic or pharmacological inhibition of known TLR signaling components was investigated. Deficiency in the adapter protein MYD88 strongly reduced spreading activity at the late time points, but had no impact early after LPS-stimulation. A similar effect was observed upon pharmacological inhibition of ERK1/2 signaling, indicating that ERK1/2 mediates MYD88-dependent MØ spreading. In contrast, MØ lacking the MAPK p38 were impaired in the initial spreading response but responded normally 8-24 h after stimulation. The genetic deletion of the MAPK phosphatases DUSP1 and DUSP16 resulted in impaired late spreading, corroborating the essential role for functional MAPK signaling in TLR4-driven MØ spreading.
To identify the contribution of other cytoskeletal phosphoproteins to MØ spreading, siRNA knockdown of selected candidate genes in primary murine MØ was employed and combined with automated quantitative image analysis. These experiments revealed a functional role for the Myosins MYO1e and MYO1f in MØ spreading. These motor proteins are strongly phosphorylated in LPS-activated MØ. Because of their ability to simultaneously bind to actin filaments and cell membrane or other proteins, we investigated their role in phagocytosis, cytokine production and antigen presentation. Phagocytosis and killing of bacteria were not affected in Myo1e-/- macrophages. However, MYO1e plays a role in chemokine secretion and antigen presentation processes. MCP1 (CCL2) release was selectively increased in Myo1e-deficient MØ and dendritic cells (DC), while cytokine secretion was unaffected. Furthermore, macrophages and DCs lacking MYO1e showed lower levels of MHC-II on the cell surface. However, mRNA levels of CCL2 and of MHC-II were unaltered. These data suggest a role for MYO1e in the transport of selected chemokines and of MHC-II molecules to the cell surface. MHC-II-restricted antigen presentation assays revealed an impaired capacity of macrophages and DC lacking MYO1e to stimulate antigen-specific T cells, suggesting that the reduced MHC-II expression is functionally relevant.
Taken together, in this study first a quantitative image analysis method was developed which allows the unbiased, robust and efficient investigation of the macrophage spreading response. Combination of this method with siRNA knockdown of selected cytoskeleton-associated phosphoproteins led to the identification of MYO1e and MYO1f as regulators of macrophage spreading. Furthermore, we identified MYO1e in MØ and DC to be essential for the intracellular transport of CCL2 and MHC-II to the cell surface and for optimal stimulation of antigen-specific CD4 T cells.
Chapter I
The gradual turnover of dead organic material into mineral nutrients is a key ecological function, linking decomposition and primary production, the essential parts of the nutrient-energy cycle. However, disturbances in terms of species or resource losses might impair the equilibrium between production and decomposition. Humanity has converted large proportions of natural landscapes and intensified land-use activity for food production. Globally, only very few areas are totally unaffected by human activity today.
To ensure the maintenance of both essential ecosystem services, knowledge about the interplay of biodiversity and ecosystem functioning as well as effects of intensified management on both is crucial. The vast majority of terrestrial biomass production as well as decomposition take place in forest ecosystems. Though forestry has a long sustainable history in Europe, its intensification during the last century has caused severe impacts on forest features and, consequently, on the associated biota, especially deadwood dependent organisms. Among these, saproxylic beetles are the most diverse group in terms of species numbers and functional diversity, but also most endangered due to habitat loss. These features classify them as ideal research organisms to study effects of intensified forestry on ecosystem services. The BELONGDEAD project located in Germany aimed to investigate deadwood decay and functional consequences of diversity changes in the associated fauna on the decomposition process from the initialisation of deadwood decay to complete degradation.
As part of the BeLongDead project, this dissertation focussed on saproxylic beetle species, thereby evaluating (1) regionally effects of tree species identity of fresh deadwood and (2) forest management of varying intensities on the diversity, abundance and community composition of saproxylic beetles (chapter II); (3) the specialisation degree of different trophic guilds of saproxylic beetles, and thus the stability and robustness of their interaction networks against disturbances (chapter III); (4) the impact of environmental features of local to regional spatial scales on species richness of saproxylic beetles differing in their habitat niche in terms of deadwood decay stages (chapter IV).
Chapter II
The vast majority of European forest ecosystems have been anthropogenically affected, leaving less than 1% of the about 1 milliard hectare as natural forests. A long history of forestry and especially the technological progress during the last century have caused massive habitat fragmentation as well as substantial loss of essential resources in European forest ecosystems. Due to this, the substrate-dependent group of saproxylic beetles has experienced severe species losses. Thus, investigations concerning saproxylic diversity and deadwood volume were badly needed. However, the importance of different deadwood in terms of tree species identity for the colonization by saproxylic beetles under different local and regional management regimes is poorly understood. Therefore, we studied possible regional differences in colonization patterns of saproxylic beetle species in a total of 688 fresh deadwood logs of 13 tree species in 9 sites of managed conifer and beech forests, and unmanaged beech forests, respectively. We found that tree species identity was an important driver in determining saproxylic species composition and abundance within fresh deadwood. However, saproxylic species showed different colonization patterns of deadwood items of the same tree species among the study regions. Regionally consistent, conifer forests were most diverse. We attribute the latter result to the historically adaption of saproxylic beetle species to semi-open forests, which conditions are actually best reflected by conifer forests. To preserve a diverse local species pool of early successional saproxylic beetles, we suggest an equal high degree of deadwood diversity in a tree species context in due consideration of regional differences.
Chapter III
The extinction risk of a particular species corresponds with its species-specific requirements on resources and habitat conditions, in other words with the width of the species` ecological niche. Species with a narrow ecological niche are defined as specialists. Members of this group experience higher extinction risk by resource limitation than generalists, which are able to utilize a variety of resources. For the classification of species as specialists or generalists, thus evaluating possible extinction risks, ecologists use the concept of interaction networks. This method has often been applied for mutualistic or antagonistic plant-animal interactions, but information for networks of detritivores is scarce. Therefore, saproxylic beetle species sampled as described in chapter II were categorised according to their larval diet; additionally their interaction networks (N=108) with 13 dead host tree species were analysed. Specialisation degree was highest for wood-digesting beetles and decreased with increasing trophic level. Also the network indices evaluating robustness and generality indicated a higher susceptibility to species extinctions for xylophagous than for mycetophagous and predatory beetles. The specialisation of xylophagous species on specific tree species might be an adaption to tree species specific ingredients stored for defence against pathogens and pests. However, we conclude that the high specialisation degree of xylophages and thus their higher extinction risk by resource loss harbours certain dangers for ecosystem function and stability as species diversity is positively linked to both.
Chapter IV
Populations depend on individual emigration and immigration events to ensure genetic exchange. For successful migration it is of utmost importance that spatially separated populations are obtainable by specimen. Migratory success depends on the one hand on the species dispersal abilities and on the other on the availability of suitable habitats in the surrounding landscape in which the distinct host populations exist. However, consequences of intensive forest management correspond not only to severe reduction of local deadwood amount, but, among others, also a change in tree species composition and high levels of fragmentation in the surrounding forest area. Saproxylic beetle species differ in their dispersal behaviour according to the temporal availability of their preferred habitat. Generally, early successional saproxylic beetles are able to disperse over large distances, whereas beetles inhabiting advanced decayed wood often remain close to their larval habitat. Due to this, environmental factors might affect saproxylic beetle guilds differently. We classified the saproxylic beetles sampled as described in chapter II according to their calculated habitat niche as early, intermediate or late successional saproxylic beetles. For the different guilds the effects of 14 environmental factors on different spatial scales (stand factors at 0.1 km radius, landscape composition at 2 km radius, and regionally differing abiotic factors in 400 km to 700 km distance) were investigated. Consistently for all guilds, species richness decreased with fragmentation at local and landscape scale, and increased in warmer climate. However, we found contradictory results between the guilds to some extent. We relate this to guild specific habitat requirements of the saproxylic beetles. Therefore, for the development of appropriate conservation practices guild-specific requirements saproxylic beetles have to be considered not only locally but on larger spatial scales.
Chapter V
In conclusion, this dissertation identified main drivers of early successional saproxylic beetle species richness on various spatial scales. Our results emphasize the importance to develop management schemes meeting species-specific and guild-specific habitat requirements of the saproxylic beetle fauna at relevant spatial and temporal scales. Therefore, short-term actions suggested for sustainable forest management should be the focus on a diverse tree species composition consisting of indigenous tree species with respect to regional differences. Moreover, senescent trees, fallen and standing deadwood should remain in the forests, and some tree individuals should be allowed to grow old. Long-term actions should involve the reduction of forest fragmentation and the connection of spatial widely separated forest fragments. Furthermore, to fully understand the effects of forest management long-term research should be conducted to compare habitat requirements of intermediate and late successional beetles with the results presented in this dissertation.
The Notch signaling pathway is crucial for mammalian heart development. It controls cell-fate decisions, coordinates patterning processes and regulates proliferation and differentiation. Critical Notch effectors are Hey bHLH transcription factors (TF) that are expressed in atrial (Hey1) and ventricular (Hey2) cardiomyocytes (CM) and in the developing endocardium (Hey1/2/L). The importance of Hey proteins for cardiac development is demonstrated by knockout (KO) mice, which suffer from lethal cardiac defects, such as ventricular septum defects (VSD), valve defects and cardiomyopathy. Despite this clear functional relevance, little is known about Hey downstream targets in the heart and the molecular mechanism by which they are regulated.
Here, I use a cell culture system with inducible Hey1, Hey2 or HeyL expression to study Hey target gene regulation in HEK293 cells, in murine embryonic stem cells (ESC) and in ESC derived CM. In HEK293 cells, I could show that genome wide binding sites largely overlap between all three Hey proteins, but HeyL has many additional binding sites that are not bound by Hey1 or Hey2. Shared binding sites are located close to transcription start sites (TSS) where Hey proteins preferentially bind to canonical E boxes, although more loosely defined modes of binding exist. Additional sites only bound by HeyL are more scattered across the genome. The ability of HeyL to bind these sites depends on the C-terminal part of the protein. Although there are genes which are differently regulated by HeyL, it is unclear whether this regulation results from binding of additional sites by HeyL.
Additionally, Hey target gene regulation was studied in ESC and differentiated CM, which are more relevant for the observed cardiac phenotypes. ESC derived CM contract in culture and are positive for typical cardiac markers by qRT PCR and staining. According to these markers differentiation is unaffected by prolonged Hey1 or Hey2 overexpression. Regulated genes are largely redundant between Hey1 and Hey2. These are mainly other TF involved in e.g. developmental processes, apoptosis, cell migration and cell cycle. Many target genes are cell type specifically regulated causing a shift in Hey repression of genes involved in cell migration in ESC to repression of genes involved in cell cycle in CM.
The number of Hey binding sites is reduced in CM and HEK293 cells compared to ESC, most likely due to more regions of dense chromatin in differentiated cells. Binding sites are enriched at the proximal promoters of down-regulated genes, compared to up-or non-regulated genes. This indicates that up-regulation primarily results from indirect effects, while down-regulation is the direct results of Hey binding to target promoters. The extent of repression generally correlates with the amount of Hey binding and subsequent recruitment of histone deacetylases (Hdac) to target promoters resulting in histone H3 deacetylation.
However, in CM the repressive effect of Hey binding on a subset of genes can be annulled, likely due to binding of cardiac specific activators like Srf, Nkx2-5 and Gata4. These factors seem not to interfere with Hey binding in CM, but they recruit histone acetylases such as p300 that may counteract Hey mediated histone H3 deacetylation. Such a scenario explains differential regulation of Hey target genes between ESC and CM resulting in gene and cell-type specific regulation.
The auditory system is an exquisitely complex sensory organ dependent upon the synchronization of numerous processes for proper function. The molecular characterization of hereditary hearing loss is complicated by extreme genetic heterogeneity, wherein hundreds of genes dispersed genome-wide play a central and irreplaceable role in normal hearing function. The present study explores this area on a genome-wide and single gene basis for the detection of genetic mutations playing critical roles in human hearing.
This work initiated with a high resolution SNP array study involving 109 individuals. A 6.9 Mb heterozygous deletion on chromosome 4q35.1q35.2 was identified in a syndromic patient that was in agreement with a chromosome 4q deletion syndrome diagnosis. A 99.9 kb heterozygous deletion of exons 58-64 in USH2A was identified in one patient. Two homozygous deletions and five heterozygous deletions in STRC (DFNB16) were also detected. The homozygous deletions alone were enough to resolve the hearing impairment in the two patients. A Sanger sequencing assay was developed to exclude a pseudogene with a high percentage sequence identity to STRC from the analysis, which further solved three of the six heterozygous deletion patients with the hemizygous, in silico predicted pathogenic mutations c.2726A>T (p.H909L), c.4918C>T (p.L1640F), and c.4402C>T (p.R1468X). A single patient who was copy neutral for STRC and without pathogenic copy number variations had compound heterozygous mutations [c. 2303_2313+1del12 (p.G768Vfs*77) and c.5125A>G (p.T1709A)] in STRC. It has been shown that STRC has been previously underestimated as a hearing loss gene. One additional patient is described who does not have pathogenic copy number variation but is the only affected member of his family having hearing loss with a paternally segregating translocation t(10;15)(q26.13;q21.1).
Twenty-four patients without chromosomal aberrations and the above described patient with an USH2A heterozygous deletion were subjected to a targeted hearing loss gene next generation sequencing panel consisting of either 80 or 129 hearing-relevant genes. The patient having the USH2A heterozygous deletion also disclosed a second mutation in this gene [c.2276G>T (p.C759F)]. This compound heterozygous mutation is the most likely cause of hearing loss in this patient. Nine mutations in genes conferring autosomal dominant hearing loss [ACTG1 (DFNA20/26); CCDC50 (DFNA44); EYA4 (DFNA10); GRHL2 (DFNA28); MYH14 (DFNA4A); MYO6 (DFNA22); TCF21 and twice in MYO1A (DFNA48)] and four genes causing autosomal recessive hearing loss were detected [GJB2 (DFNB1A); MYO7A (DFNB2); MYO15A (DFNB3), and USH2A]. Nine normal hearing controls were also included. Statistical significance was achieved comparing controls and patients that revealed an excess of mutations in the hearing loss patients compared to the control group. The family with the GRHL2 c.1258-1G>A mutation is only the second family published worldwide with a mutation described in this gene to date, supporting the initial claim of this gene causing DFNA28 hearing loss. Audiogram analysis of five affected family members uncovered the progressive nature of DFNA28 hearing impairment. Regression analysis predicted the annual threshold deterioration in each of the five family members with multiple audiograms available over a number of years.
Cord blood hematopoietic stem cells (CB-HSCs) are an outstanding source for the treatment of a variety of malignant and non-malignant disorders. However, the low amount of cells collected per donor is often insufficient for treatment of adult patients. In order to make sufficient numbers of CB-HSCs available for adults, expansion is required. Different approaches were described for HSC expansion, however these approaches are impeded by the loss of engrafting potential during ex vivo culture. Little is known about the underlying molecular mechanisms. Epigenetic mechanisms play essential roles in controlling stem cell potential and fate decisions and epigenetic strategies are considered for HSC expansion. Therefore, this study aimed to characterize global and local epigenotypes during the expansion of human CB-CD34+, a well established CB progenitor cell type, to better understand the molecular mechanisms leading to the culture-associated loss of engrafting potential. Human CB-CD34+ cells were cultured using 2 different cytokine cocktails: the STF cocktail containing SCF, TPO, FGF-1 and the STFIA cocktail, which combines STF with Angiopoietin-like 5 (Angptl5) and Insulin-like growth factor-binding protein 2 (IGFBP2). The latter expands CB-HSCs ex vivo. Subsequently, the NOD-scid gamma (NSG) mouse model was used to study the engraftment potential of expanded cells. Engraftment potential achieved by fresh CB-CD34+ cells was maintained when CB-CD34+ cells were expanded under STFIA but not under STF conditions. To explore global chromatin changes in freshly isolated and expanded CB-CD34+ cells, levels of the activating H3K4me3 and the repressive H3K27me3 histone marks were determined by chromatin flow cytometry and Western blot analyses. For analysis of genome-wide chromatin changes following ex vivo expansion, transcriptome profiling by microarray and chromatin immunoprecipitation combined with deep sequencing (ChIP-seq) were performed. Additionally, local chromatin transitions were monitored by ChIP analyses on promoter regions of developmental and self-renewal factors. On a global level, freshly isolated CD34+ and CD34- cells differed in H3K4me3 and H3K27me3 levels. After 7 days of expansion, CD34+ and CD34- cells adopted similar levels of active and repressive marks. Expanding the cells without IGFBP2 and Angptl5 led to a higher global H3K27me3 level. ChIP-seq analyses revealed a cytokine cocktail-dependent redistribution of H3K27me3 profiles. Chemical inhibition of the H3K27 methyltransferase EZH2 counteracted the culture-associated loss of NSG engraftment potential. Collectively, the data presented in this study revealed that by adding epigeneticly active compounds in the culture media we observed changes on a chromatin level which counteracted the loss of engraftment potential. H3K27me3 rather than H3K4me3 may be critical to establish a specific engraftment supporting transcriptional program. Furthermore, I identified a critical function for the Polycomb repressive complex 2-component EZH2 in the loss of engraftment potential during the in vitro expansion of HPSCs. Taken together this thesis provides a better molecular understanding of chromatin changes upon expansion of CB-HSPCs and opens up new perspectives for epigenetic ex vivo expansion strategies.
SPRED proteins are inhibitors of the Ras/ERK/MAPK signaling pathway, an evolutionary highly conserved and very widespread signaling cascade regulating cell proliferation, differentiation, and growth. To elucidate physiological consequences of SPRED2 deficiency, SPRED2 KO mice were generated by a gene trap approach. An initial phenotypical characterization of KO mice aged up to five months identified SPRED2 as a regulator of chondrocyte differentiation and bone growth. Here, the loss of SPRED2 leads to an augmented FGFR-dependent ERK activity, which in turn causes hypochondroplasia-like dwarfism. However, long term observations of older KO mice revealed a generally bad state of health and manifold further symptoms, including excessive grooming associated with severe self-inflicted wounds, an abnormally high water uptake, clear morphological signs of kidney deterioration, and a reduced survival due to sudden death. Based on these observations, the aim of this study was to discover an elicitor of this complex and versatile phenotype.
The observed kidney degeneration in our SPRED2 KO mice was ascribed to hydronephrosis characterized by severe kidney atrophy and apoptosis of renal tubular cells. Kidney damage prompted us to analyze drinking behavior and routine serum parameters. Despite polydipsia, which was characterized by a nearly doubled daily water uptake, the significantly elevated Na+ and Cl- levels and the resulting serum hyperosmolality could not be compensated in SPRED2 KOs. Since salt and water balance is primarily under hormonal control of aldosterone and AVP, we analyzed both hormone levels. While serum AVP was similar in WTs and KOs, even after experimental water deprivation and an extreme loss of body fluid, serum aldosterone was doubled in SPRED2 KO mice. Systematic investigation of contributing upstream hormone axes demonstrated that hyperaldosteronism developed independently of an overactivated Renin-Angiotensin system as indicated by halved serum Ang II levels in KO mice. However, aldosterone synthase expression in the adrenal gland was substantially augmented. Serum corticosterone, which is like aldosterone released from the adrenal cortex, was more than doubled in SPRED2 KOs, too. Similar to corticosterone, the production of aldosterone is at least in part under control of pituitary ACTH, which is further regulated by upstream hypothalamic CRH release. In fact, stress hormone secretion from this complete hypothalamic-pituitary-adrenal axis was upregulated because serum ACTH, the mid acting pituitary hormone, and hypothalamic CRH, the upstream hormonal inductor of HPA axis activity, were also elevated by 30% in SPRED2 KO mice. This was accompanied by an upregulated ERK activity in paraventricular nucleus-containing hypothalamic brain regions and by augmented hypothalamic CRH mRNA levels in our SPRED2 KO mice. In vitro studies using the hypothalamic cell line mHypoE-44 further demonstrated that both SPRED1 and SPRED2 were able to downregulate CRH promoter activity, CRH secretion, and Ets factor-dependent CRH transcription. This was in line with the presence of various Ets factor binding sites in the CRH promoter region, especially for Ets1.
Thus, this study shows for the first time that SPRED2-dependent inhibition of Ras/ERK/MAPK signaling by suppression of ERK activity leads to a downregulation of Ets1 factor-dependent transcription, which further results in inhibition of CRH promoter activity, CRH transcription, and CRH release from the hypothalamus. The consecutive hyperactivity of the complete HPA axis in our SPRED2 KO mice reflects an elevated endogenous stress response becoming manifest by excessive grooming behavior and self-inflicted skin lesions on the one hand; on the other hand, in combination with elevated aldosterone synthase expression, this upregulated HPA hormone release explains hyperaldosteronism and the associated salt and water imbalances. Both hyperaldosteronism and polydipsia very likely contribute further to the observed kidney damage.
Taken together, this study initially demonstrates that SPRED2 is essential for the appropriate regulation of HPA axis activity and of body homeostasis.
To further enlighten and compare consequences of SPRED2 deficiency in mice and particularly in humans, two follow-up studies investigating SPRED2 function especially in heart and brain, and a genetic screen to identify human SPRED2 loss-of-function mutations are already in progress.