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Sonstige beteiligte Institutionen
The human ubiquitin ligase HUWE1 has key roles in tumorigenesis, yet it is unkown how its activity is regulated. We present the crystal structure of a C-terminal part of HUWE1, including the catalytic domain, and reveal an asymmetric auto-inhibited dimer. We show that HUWE1 dimerizes in solution and self-associates in cells, and that both occurs through the crystallographic dimer interface. We demonstrate that HUWE1 is inhibited in cells and that it can be activated by disruption of the dimer interface. We identify a conserved segment in HUWE1 that counteracts dimer formation by associating with the dimerization region intramolecularly. Our studies reveal, intriguingly, that the tumor suppressor p14ARF binds to this segment and may thus shift the conformational equilibrium of HUWE1 toward the inactive state. We propose a model, in which the activity of HUWE1 underlies conformational control in response to physiological cues—a mechanism that may be exploited for cancer therapy.
A recent study by Peng and Yang in Scientific Reports using confocal-microscopy based automated quantification of anti-synapsin labeled microglomeruli in the mushroom bodies of honeybee brains reports potentially incorrect numbers of microglomerular densities. Whereas several previous studies using visually supervised or automated counts from confocal images and analyses of serial 3D electron-microscopy data reported consistent numbers of synaptic complexes per volume, Peng and Yang revealed extremely low numbers differing by a factor of 18 or more from those obtained in visually supervised counts, and by a factor 22–180 from numbers in two other studies using automated counts. This extreme discrepancy is especially disturbing as close comparison of raw confocal images of anti-synapsin labeled whole-mount brain preparations are highly similar across these studies. We conclude that these discrepancies may reside in potential misapplication of confocal imaging followed by erroneous use of automated image analysis software. Consequently, the reported microglomerular densities during maturation and after manipulation by insecticides require validation by application of appropriate confocal imaging methods and analyses tools that rely on skilled observers. We suggest several improvements towards more reliable or standardized automated or semi-automated synapse counts in whole mount preparations of insect brains.
Defense against biotic or abiotic stresses is one of the benefits of living in symbiosis. Leaf-cutting ants, which live in an obligate mutualism with a fungus, attenuate thermal and desiccation stress of their partner through behavioral responses, by choosing suitable places for fungus-rearing across the soil profile. The underground environment also presents hypoxic (low oxygen) and hypercapnic (high carbon dioxide) conditions, which can negatively influence the symbiont. Here, we investigated whether workers of the leaf-cutting ant Acromyrmex lundii use the CO\(_{2}\) concentration as an orientation cue when selecting a place to locate their fungus garden, and whether they show preferences for specific CO\(_{2}\) concentrations. We also evaluated whether levels preferred by workers for fungus-rearing differ from those selected for themselves. In the laboratory, CO\(_{2}\) preferences were assessed in binary choices between chambers with different CO\(_{2}\) concentrations, by quantifying number of workers in each chamber and amount of relocated fungus. Leaf-cutting ants used the CO\(_{2}\) concentration as a spatial cue when selecting places for fungus-rearing. A. lundii preferred intermediate CO\(_{2}\) levels, between 1 and 3%, as they would encounter at soil depths where their nest chambers are located. In addition, workers avoided both atmospheric and high CO\(_{2}\) levels as they would occur outside the nest and at deeper soil layers, respectively. In order to prevent fungus desiccation, however, workers relocated fungus to high CO\(_{2}\) levels, which were otherwise avoided. Workers’ CO\(_{2}\) preferences for themselves showed no clear-cut pattern. We suggest that workers avoid both atmospheric and high CO\(_{2}\) concentrations not because they are detrimental for themselves, but because of their consequences for the symbiotic partner. Whether the preferred CO\(_{2}\) concentrations are beneficial for symbiont growth remains to be investigated, as well as whether the observed preferences for fungus-rearing influences the ants’ decisions where to excavate new chambers across the soil profile.
Hangover links nuclear RNA signaling to cAMP regulation via the phosphodiesterase 4d ortholog dunce
(2017)
The hangover gene defines a cellular stress pathway that is required for rapid ethanol tolerance in Drosophila melanogaster. To understand how cellular stress changes neuronal function, we analyzed Hangover function on a cellular and neuronal level. We provide evidence that Hangover acts as a nuclear RNA binding protein and we identified the phosphodiesterase 4d ortholog dunce as a target RNA. We generated a transcript-specific dunce mutant that is impaired not only in ethanol tolerance but also in the cellular stress response. At the neuronal level, Dunce and Hangover are required in the same neuron pair to regulate experience-dependent motor output. Within these neurons, two cyclic AMP (cAMP)-dependent mechanisms balance the degree of tolerance. The balance is achieved by feedback regulation of Hangover and dunce transcript levels. This study provides insight into how nuclear Hangover/RNA signaling is linked to the cytoplasmic regulation of cAMP levels and results in neuronal adaptation and behavioral changes.
Eclosion in flies and other insects is a circadian-gated behaviour under control of a central and a peripheral clock. It is not influenced by the motivational state of an animal, and thus presents an ideal paradigm to study the relation and signalling pathways between central and peripheral clocks, and downstream peptidergic regulatory systems. Little is known, however, about eclosion rhythmicity under natural conditions, and research into this direction is hampered by the physically closed design of current eclosion monitoring systems.
We describe a novel open eclosion monitoring system (WEclMon) that allows the puparia to come into direct contact with light, temperature and humidity. We demonstrate that the system can be used both in the laboratory and outdoors, and shows a performance similar to commercial closed funnel-type monitors. Data analysis is semi-automated based on a macro toolset for the open imaging software Fiji. Due to its open design, the WEclMon is also well suited for optogenetic experiments. A small screen to identify putative neuroendocrine signals mediating time from the central clock to initiate eclosion showed that optogenetic activation of ETH-, EH and myosuppressin neurons can induce precocious eclosion. Genetic ablation of myosuppressin-expressing neurons did, however, not affect eclosion rhythmicity.
Merkel cell carcinoma (MCC) is an aggressive neuroendocrine skin cancer that has been associated with the Merkel cell polyomavirus (MCPyV). Indeed, MCC is one of the cancers with the best-established viral carcinogenesis. Despite persistence of the virus in MCC cells and the subsequent expression of viral antigens, the majority of MCC tumors are able to escape the surveillance of the immune system. Therefore the aim of the here presented thesis was to scrutinize immune escape mechanisms operative in MCC. A better understanding of their underlying molecular processes should allow to improve immunotherapeutic treatment strategies for MCC patients. The manuscripts included in this thesis characterize three novel immune evasion strategies of MCC.
I) the epigenetic silencing of the NKG2D ligands MICA and MICB via histone H3 hypoacetylation
II) reduced HLA class I surface expression via epigenetic silencing of the antigen processing machinery (APM)
III) the activation of the PI3K-AKT pathway in a mutation independent manner as potential immune escape strategy
MCC tumors and MCC cell lines were analyzed for their expression of MICA/B, HLA and components of the antigen processing machinery as well as for the activation of the PI3K-AKT pathway in situ and in vitro. These analysis reviled MICA and MICB, as well as HLA class I were not expressed or at least markedly reduced in ~80% of MCCs in situ. The PI3K-AKT pathway, that had only recently been demonstrated to play a significant role in tumor immune escape, was activated in almost 90% of MCCs in situ. To determine the underlying molecular mechanisms of these aberrations well characterized MCC cell lines were further analyzed in vitro. The fact that the PI3K-AKT pathway activation was due to oncogenic mutations in the PIK3CA or AKT1 gene in only 10% of MCCs, suggested an epigenetic regulation of this pathway in MCC. In line with this MICA/B as well as components of the APM were indeed silenced epigenetically via histone hypoacetylation in their respective promoter region. Notably MICA/B and HLA class I expression on the cell surface of MCC cells could be restored after treatment with HDAC inhibitors in combination with the Sp1 inhibitor Mithramycin A in all analyzed MCC cell lines in vitro and in a xenotransplantation mouse model in vivo. Moreover inhibition of HDACs increased immune recognition of MCC cell lines in a MICA/B and HLA class I dependent manner.
Several studies have accumulated evidence that immunotherapy is a promising treatment option for MCC patients due to the exquisite immunogenicity of this malignancy. However, current immunotherapeutic interventions towards solid tumors like MCC have to account for the plentitude of tumor immune escape strategies, in order to increase response rates. The immune escape mechanisms of MCC described in this thesis can be reverted by HDAC inhibition, thus providing the rationale to combine ‘epigenetic priming’ with currently tested immunotherapeutic regimens.
African trypanosomiasis is a disease endemic to sub-Saharan Africa. It affects humans as well as wild and domestic animals. The human form of the disease is known as sleeping sickness and the animal form as nagana, which are usually fatal if left untreated. The cause of African trypanosomiasis is the unicellular parasite Trypanosoma brucei. During its life cycle, Trypanosoma brucei shuttles between a mammalian host and the tsetse fly vector. In the mammalian host the parasite multiplies as bloodstream form (BSF) extracellularly in the bloodstream or the lymphatic system. Survival of BSF parasites relies on immune evasion by antigenic variation of surface proteins because its extracellular lifestyle leads to direct exposure to immune responses. At any given time each BSF cell expresses a single type of variant surface glycoprotein (VSG) on its surface from a large repertoire. The active VSG is transcribed from one of 15 specialized subtelomeric domains, termed bloodstream expression sites (BESs). The remaining 14 BESs are silenced. This monoallelic expression and periodic switching of the expressed VSG enables to escape the immune response and to establish a persistent infection in the mammalian host. During developmental differentiation from BSF to the insect vector-resident procyclic form (PCF), the active BES is transcriptionally silenced to stop VSG transcription. Thus, all 15 BESs are inactive in the PCF cells as surface protein expression is developmentally regulated.
Previous reports have shown that the telomere complex components TbTRF, TbRAP1 and TbTIF2 are involved in VSG transcriptional regulation. However, the precise nature of their contribution remains unclear. In addition, no information is available about the role of telomeres in the initiation and regulation of developmental BES silencing. To gain insights into the regulatory mechanisms of telomeres on VSG transcription and developmental repression it is therefore essential to identify the complete composition of the trypanosome telomere complex.
To this end, we used two complementary biochemical approaches and quantitative label-free interactomics to determine the composition of telomere protein complexes in T. brucei. Firstly, using a telomeric pull-down assay we found 17 potential telomere-binding proteins including the known telomere-binding proteins TbTRF and TbTIF2. Secondly, by performing a co-immunoprecipitation experiment to elucidate TbTRF interactions we co-purified five proteins. All of these five proteins were also enriched with telomeric DNA in the pull-down assay.
To validate these data, I characterized one of the proteins found in both experiments (TelBP1). In BSF cells, TelBP1 co-localizes with TbTRF and interacts with already described telomere-binding proteins such as TbTRF, TbTIF2 and TbRAP1 indicating that TelBP1 is a novel component of the telomere complex in trypanosomes. Interestingly, protein interaction studies in PCF cells suggested a different telomere complex composition compared to BSF cells. In contrast to known members of the telomere complex, TelBP1 is dispensable for cell viability indicating that its function might be uncoupled from the known telomere-binding proteins. Overexpression of TelBP1 had also no effect on cell viability, but led to the discovery of two additional shorter isoforms of TelBP1. However, their source and function remained elusive.
Although TelBP1 is not essential for cell viability, western blot analysis revealed a 4-fold upregulation of TelBP1 in the BSF stage compared to the PCF stage supporting the concept of a dynamic telomere complex composition. We observed that TelBP1 influences the kinetics of transcriptional BES silencing during developmental transition from BSF to PCF. Deletion of TelBP1 caused faster BES silencing compared to wild-type parasites.
Taken together, TelBP1 function illustrates that developmental BES silencing is a fine-tuned process, which involves stage-specific changes in telomere complex formation.
The obligate human pathogen Neisseria gonorrhoeae is responsible for the widespread sexually transmitted disease gonorrhoea, which in rare cases also leads to the development of disseminated gonococcal infection (DGI). DGI is mediated by PorBIA-expressing bacteria that invade host cells under low phosphate condition by interaction with the scavenger receptor-1 (SREC-I) expressed on the surface of endothelial cells. The interaction of PorBIA and SREC-I was analysed using different in vitro approaches, including surface plasmon resonance experiments that revealed a direct phosphate-independent high affinity interaction of SREC-I to PorBIA. However, the same binding affinity was also found for the other allele PorBIB, which indicates unspecific binding and suggests that the applied methods were unsuitable for this interaction analysis.
Since N. gonorrhoeae was recently classified as a “super-bug” due to a rising number of antibiotic-resistant strains, this study aimed to discover inhibitors against the PorBIA-mediated invasion of N. gonorrhoeae. Additionally, inhibitors were searched against the human pathogen Chlamydia trachomatis, which causes sexually transmitted infections as well as infections of the upper inner eyelid. 68 compounds, including plant-derived small molecules, extracts or pure compounds of marine sponges or sponge-associated bacteria and pipecolic acid derivatives, were screened using an automated microscopy based approach. No active substances against N. gonorrhoeae could be identified, while seven highly antichlamydial compounds were detected.
The pipecolic acid derivatives were synthesized as potential inhibitors of the virulence-associated “macrophage infectivity potentiator” (MIP), which exhibits a peptidyl prolyl cis-trans isomerase (PPIase) enzyme activity. This study investigated the role of C. trachomatis and N. gonorrhoeae MIP during infection. The two inhibitors PipN3 and PipN4 decreased the PPIase activity of recombinant chlamydial and neisserial MIP in a dose-dependent manner. Both compounds affected the chlamydial growth and development in epithelial cells. Furthermore, this work demonstrated the contribution of MIP to a prolonged survival of N. gonorrhoeae in the presence of neutrophils, which was significantly reduced in the presence of PipN3 and PipN4.
SF2446A2 was one of the compounds that had a severe effect on the growth and development of C. trachomatis. The analysis of the mode of action of SF2446A2 revealed an inhibitory effect of the compound on the mitochondrial respiration and mitochondrial ATP
production of the host cell. However, the chlamydial development was independent of proper functional mitochondria, which excluded the connection of the antichlamydial properties of SF2446A2 with its inhibition of the respiratory chain. Only the depletion of cellular ATP by blocking glycolysis and mitochondrial respiratory chain inhibited the chlamydial growth. A direct effect of SF2446A2 on C. trachomatis was assumed, since the growth of the bacteria N. gonorrhoeae and Staphylococcus aureus was also affected by the compound.
In summary, this study identified the severe antichlamydial activity of plant-derived naphthoquinones and the compounds derived from marine sponges or sponge-associated bacteria SF2446A2, ageloline A and gelliusterol E. Furthermore, the work points out the importance of the MIP proteins during infection and presents pipecolic acid derivatives as novel antimicrobials against N. gonorrhoeae and C. trachomatis.
The instructive component of waggle dance communication has been shown to increase resource uptake of Apis mellifera colonies in highly heterogeneous resource environments, but an assessment of its relevance in temperate landscapes with different levels of resource heterogeneity is currently lacking. We hypothesized that the advertisement of resource locations via dance communication would be most relevant in highly heterogeneous landscapes with large spatial variation of floral resources. To test our hypothesis, we placed 24 Apis mellifera colonies with either disrupted or unimpaired instructive component of dance communication in eight Central European agricultural landscapes that differed in heterogeneity and resource availability. We monitored colony weight change and pollen harvest as measure of foraging success. Dance disruption did not significantly alter colony weight change, but decreased pollen harvest compared to the communicating colonies by 40%. There was no general effect of resource availability on nectar or pollen foraging success, but the effect of landscape heterogeneity on nectar uptake was stronger when resource availability was high. In contrast to our hypothesis, the effects of disrupted bee communication on nectar and pollen foraging success were not stronger in landscapes with heterogeneous compared to homogenous resource environments. Our results indicate that in temperate regions intra-colonial communication of resource locations benefits pollen foraging more than nectar foraging, irrespective of landscape heterogeneity. We conclude that the so far largely unexplored role of dance communication in pollen foraging requires further consideration as pollen is a crucial resource for colony development and health.
\(Ambra1\) is linked to autophagy and neurodevelopment. Heterozygous \(Ambra1\) deficiency induces autism-like behavior in a sexually dimorphic manner. Extraordinarily, autistic features are seen in female mice only, combined with stronger Ambra1 protein reduction in brain compared to males. However, significance of \(AMBRA1\) for autistic phenotypes in humans and, apart from behavior, for other autism-typical features, namely early brain enlargement or increased seizure propensity, has remained unexplored. Here we show in two independent human samples that a single normal \(AMBRA1\) genotype, the intronic SNP rs3802890-AA, is associated with autistic features in women, who also display lower \(AMBRA1\) mRNA expression in peripheral blood mononuclear cells relative to female GG carriers. Located within a non-coding RNA, likely relevant for mRNA and protein interaction, rs3802890 (A versus G allele) may affect its stability through modification of folding, as predicted by \(in\) \(silico\) analysis. Searching for further autism-relevant characteristics in \(Ambra1^{+/−}\) mice, we observe reduced interest of female but not male mutants regarding pheromone signals of the respective other gender in the social intellicage set-up. Moreover, altered pentylentetrazol-induced seizure propensity, an \(in\) \(vivo\) readout of neuronal excitation–inhibition dysbalance, becomes obvious exclusively in female mutants. Magnetic resonance imaging reveals mild prepubertal brain enlargement in both genders, uncoupling enhanced brain dimensions from the primarily female expression of all other autistic phenotypes investigated here. These data support a role of \(AMBRA1/Ambra1\) partial loss-of-function genotypes for female autistic traits. Moreover, they suggest \(Ambra1\) heterozygous mice as a novel multifaceted and construct-valid genetic mouse model for female autism.
proGenomes: a resource for consistent functional and taxonomic annotations of prokaryotic genomes
(2017)
The availability of microbial genomes has opened many new avenues of research within microbiology. This has been driven primarily by comparative genomics approaches, which rely on accurate and consistent characterization of genomic sequences. It is nevertheless difficult to obtain consistent taxonomic and integrated functional annotations for defined prokaryotic clades. Thus, we developed proGenomes, a resource that provides user-friendly access to currently 25 038 high-quality genomes whose sequences and consistent annotations can be retrieved individually or by taxonomic clade. These genomes are assigned to 5306 consistent and accurate taxonomic species clusters based on previously established methodology. proGenomes also contains functional information for almost 80 million protein-coding genes, including a comprehensive set of general annotations and more focused annotations for carbohydrate-active enzymes and antibiotic resistance genes. Additionally, broad habitat information is provided for many genomes. All genomes and associated information can be downloaded by user-selected clade or multiple habitat-specific sets of representative genomes. We expect that the availability of high-quality genomes with comprehensive functional annotations will promote advances in clinical microbial genomics, functional evolution and other subfields of microbiology. proGenomes is available at http://progenomes.embl.de.
High invasiveness and resistance to chemo- and radiotherapy of glioblastoma multiforme (GBM) make it the most lethal brain tumor. Therefore, new treatment strategies for preventing migration and invasion of GBM cells are needed. Using two different migration assays, Western blotting, conventional and super-resolution (dSTORM) fluorescence microscopy we examine the effects of the dual PI3K/mTOR-inhibitor PI-103 alone and in combination with the Hsp90 inhibitor NVP-AUY922 and/or irradiation on the migration, expression of marker proteins, focal adhesions and F-actin cytoskeleton in two GBM cell lines (DK-MG and SNB19) markedly differing in their invasive capacity. Both lines were found to be strikingly different in morphology and migration behavior. The less invasive DK-MG cells maintained a polarized morphology and migrated in a directionally persistent manner, whereas the highly invasive SNB19 cells showed a multipolar morphology and migrated randomly. Interestingly, a single dose of 2 Gy accelerated wound closure in both cell lines without affecting their migration measured by single-cell tracking. PI-103 inhibited migration of DK-MG (p53 wt, PTEN wt) but not of SNB19 (p53 mut, PTEN mut) cells probably due to aberrant reactivation of the PI3K pathway in SNB19 cells treated with PI-103. In contrast, NVP-AUY922 exerted strong anti-migratory effects in both cell lines. Inhibition of cell migration was associated with massive morphological changes and reorganization of the actin cytoskeleton. Our results showed a cell line-specific response to PI3K/mTOR inhibition in terms of GBM cell motility. We conclude that anti-migratory agents warrant further preclinical investigation as potential therapeutics for treatment of GBM.
Epigenetic alterations may contribute to the generation of cancer cells in a multi-step process of tumorigenesis following irradiation of normal body cells. Primary human fibroblasts with intact cell cycle checkpoints were used as a model to test whether X-ray irradiation with 2 and 4 Gray induces direct epigenetic effects (within the first cell cycle) in the exposed cells. ELISA-based fluorometric assays were consistent with slightly reduced global DNA methylation and hydroxymethylation, however the observed between-group differences were usually not significant. Similarly, bisulfite pyrosequencing of interspersed LINE-1 repeats and centromeric α-satellite DNA did not detect significant methylation differences between irradiated and non-irradiated cultures. Methylation of interspersed ALU repeats appeared to be slightly increased (one percentage point; p = 0.01) at 6 h after irradiation with 4 Gy. Single-cell analysis showed comparable variations in repeat methylation among individual cells in both irradiated and control cultures. Radiation-induced changes in global repeat methylation, if any, were much smaller than methylation variation between different fibroblast strains. Interestingly, α-satellite DNA methylation positively correlated with gestational age. Finally, 450K methylation arrays mainly targeting genes and CpG islands were used for global DNA methylation analysis. There were no detectable methylation differences in genic (promoter, 5' UTR, first exon, gene body, 3' UTR) and intergenic regions between irradiated and control fibroblast cultures. Although we cannot exclude minor effects, i.e. on individual CpG sites, collectively our data suggest that global DNA methylation remains rather stable in irradiated normal body cells in the early phase of DNA damage response.
Quantifying protein densities on cell membranes using super-resolution optical fluctuation imaging
(2017)
Quantitative approaches for characterizing molecular organization of cell membrane molecules under physiological and pathological conditions profit from recently developed super-resolution imaging techniques. Current tools employ statistical algorithms to determine clusters of molecules based on single-molecule localization microscopy (SMLM) data. These approaches are limited by the ability of SMLM techniques to identify and localize molecules in densely populated areas and experimental conditions of sample preparation and image acquisition. We have developed a robust, model-free, quantitative clustering analysis to determine the distribution of membrane molecules that excels in densely labeled areas and is tolerant to various experimental conditions, i.e. multiple-blinking or high blinking rates. The method is based on a TIRF microscope followed by a super-resolution optical fluctuation imaging (SOFI) analysis. The effectiveness and robustness of the method is validated using simulated and experimental data investigating nanoscale distribution of CD4 glycoprotein mutants in the plasma membrane of T cells.
The blunt snout bream Megalobrama amblycephala is the economically most important cyprinid fish species. As an herbivore, it can be grown by eco-friendly and resource-conserving aquaculture. However, the large number of intermuscular bones in the trunk musculature is adverse to fish meat processing and consumption. As a first towards optimizing this aquatic livestock, we present a 1.116-Gb draft genome of M. amblycephala, with 779.54 Mb anchored on 24 linkage groups. Integrating spatiotemporal transcriptome analyses, we show that intermuscular bone is formed in the more basal teleosts by intramembranous ossification and may be involved in muscle contractibility and coordinating cellular events. Comparative analysis revealed that olfactory receptor genes, especially of the beta type, underwent an extensive expansion in herbivorous cyprinids, whereas the gene for the umami receptor T1R1 was specifically lost in M. amblycephala. The composition of gut microflora, which contributes to the herbivorous adaptation of M. amblycephala, was found to be similar to that of other herbivores. As a valuable resource for the improvement of M. amblycephala livestock, the draft genome sequence offers new insights into the development of intermuscular bone and herbivorous adaptation.
Sleep is a highly conserved and essential behaviour in many species, including the fruit fly Drosophila melanogaster. In the wild, sensory signalling encoding environmental information must be integrated with sleep drive to ensure that sleep is not initiated during detrimental conditions. However, the molecular and circuit mechanisms by which sleep timing is modulated by the environment are unclear. Here we introduce a novel behavioural paradigm to study this issue. We show that in male fruit flies, onset of the daytime siesta is delayed by ambient temperatures above 29°C. We term this effect Prolonged Morning Wakefulness (PMW). We show that signalling through the TrpA1 thermo-sensor is required for PMW, and that TrpA1 specifically impacts siesta onset, but not night sleep onset, in response to elevated temperatures. We identify two critical TrpA1-expressing circuits and show that both contact DN1p clock neurons, the output of which is also required for PMW. Finally, we identify the circadian blue-light photoreceptor CRYPTOCHROME as a molecular regulator of PMW, and propose a model in which the Drosophila nervous system integrates information encoding temperature, light, and time to dynamically control when sleep is initiated. Our results provide a platform to investigate how environmental inputs co-ordinately regulate sleep plasticity.
MicroRNAs are well-known strong RNA regulators modulating whole functional units in complex signaling networks. Regarding clinical application, they have potential as biomarkers for prognosis, diagnosis, and therapy. In this review, we focus on two microRNAs centrally involved in lung cancer progression. MicroRNA-21 promotes and microRNA-34 inhibits cancer progression. We elucidate here involved pathways and imbed these antagonistic microRNAs in a network of interactions, stressing their cancer microRNA biology, followed by experimental and bioinformatics analysis of such microRNAs and their targets. This background is then illuminated from a clinical perspective on microRNA-21 and microRNA-34 as general examples for the complex microRNA biology in lung cancer and its diagnostic value. Moreover, we discuss the immense potential that microRNAs such as microRNA-21 and microRNA-34 imply by their broad regulatory effects. These should be explored for novel therapeutic strategies in the clinic.
Der Einsatz von computergestützten Analysen hat sich zu einem festen Bestandteil der biowissenschaftlichen Forschung etabliert. Im Rahmen dieser vorliegenden Arbeit wurden systembiologische Untersuchungen auf verschiedene biologische Themengebiete und Organismen angewendet. In diesem Zusammenhang liefert die Arbeit einen innovativen und interdisziplinären methodischen Ansatz. Die grundlegende Frage lautet: Wie verstehe und beschreibe ich Signalwege und wie kann ich sie beeinflussen? Der Ansatz verknüpft verschiedene biologische Datensätze und Datenebenen miteinander, beginnend vom Genom und Interaktionskontext über semiquantitative Simulationen hin zu neuen Interventionen und Experimenten, welche therapeutisch und biotechnologisch genutzt werden können. Die Analysen können auf diese Weise
- zu einem besseren Verständnis experimenteller Daten und biologischer Fragestellungen beitragen und ermöglichen ein systematisches Verständnis der zugrunde liegenden Signalwege und Netzwerkeffekte (z.B. in Pflanzen).
- Darüber hinaus ermöglichen sie die Identifizierung wichtiger funktioneller Hubproteine und die Entwicklung neuer therapeutischer Strategien für weitere experimentelle Testungen (z.B. Tumormodelle),
- stellen zudem einen hilfreichen Schritt auf dem Weg zur personalisierten Medizin (z.B. lncRNAs und Tumormodelle) und Medikamentenentwicklung (z.B. Datenbank DrumPID) dar.
(i) Als Grundlage wurde hierzu eine integrierte systembiologische Methode entwickelt, welche experimentelle Daten (z.B. Transkriptomdaten) hinsichtlich ihrer biologischen Funktionen untersucht und die Identifizierung relevanter funktioneller Cluster und Hubproteine ermöglicht. In einem ersten Teil wurden Analysen zum pflanzlichen Immunsystem durchgeführt. Mithilfe der entwickelten Methode wurden Genexpressionsdatensätze von A. thaliana, die mit dem Pathogen Pst DC3000 infiziert wurden, untersucht, um den Einfluss verschiedener Virulenzfaktoren auf das Interaktom der Wirtspflanze zu untersuchen und neue Modulatoren einer CK-vermittelten Immunabwehr zu finden. In diesem Zusammenhang konnte gezeigt werden, dass die von Pst DC3000 sekretierten Abwehrstoffe wichtige pflanzliche Hormonsignalwege für die Immunabwehr in A. thaliana beeinflussen. Die Ergebnisse zeigen zudem, dass sich der Einfluss auf das Netzwerkverhalten der Effektorproteine und COR-Phytotoxine von dem der PAMPs unterscheidet, sich jedoch auch eine Regulierung gemeinsamer Signalwege und eine Überlappung der beiden Phasen der Immunantwort (PTI und ETI) in A. thaliana finden lassen. Die komplexe Immunantwort auf eine Infektion spiegelt sich zudem in einer höheren Anzahl an funktionellen Clustern und Hubproteinen in Pst DC3000 gegenüber den beiden untersuchten Mutanten wider, wobei sich für Pst DC3000 insbesondere ein stark vernetztes immunrelevantes Cluster um den JA-Signalweg zeigt. Weiterhin wurden anhand der entwickelten Methode wichtige Hubproteine für die Immunabwehr identifiziert. Als bedeutende Vertreter sind AHK2 und AAR14 zu nennen, welche Teil des Zweikomponentensystems der Signalübertragung von CK sind und hierbei wichtige Modulatoren für eine CK-vermittelte Immunabwehr darstellen.
(ii) Im zweiten Teil der Arbeit schließen sich Untersuchungen an einem in vitro-Experiment einer 2D- und 3D-Zellkultur einer HSP90-Behandlung in einem Lungentumormodell an. In diesem Zusammenhang wurden mithilfe der entwickelten Methode Unterschiede zwischen den beiden Zellkultursystemen gefunden, die das unterschiedliche Behandlungsansprechen erklären, und für die beiden KRAS-mutierten Zelllinien A549 und H441 des 3D-Testsystems neue prognostische und therapeutische Kandidaten identifiziert. Hierbei haben die durchgeführten Analysen zwei funktionelle Cluster von Protein-Interaktionen um p53 und die STAT-Familie gefunden, welche eine Verbindung zu HSP90 haben und die entsprechenden Behandlungsunterschiede nach einer HSP90-Inhibierung zwischen den beiden Zellkultursystemen erklären können. Unter Berücksichtigung des zelllinien-spezifischen Mutationshintergrunds wurde eine prognostische Markersignatur und daraus abgeleitet HIF1A für die H441-Zelllinie und AMPK für die A549-Zelllinie als neue therapeutische Targets gefunden, wobei die anschließend durchgeführten in silico-Simulationen einen potentiellen therapeutischen Effekt aufzeigen konnten. Weiterhin wurden wichtige experimentelle Readout-Parameter in ein in silico-Lungentumormodell integriert, wobei unter Einbeziehung des Mutationshintergrunds für die verwendeten Zelllinien die HSP90-Behandlung des 3D-Testsystems computergestützt abgebildet werden konnte. Im weiteren Verlauf wurden im in silico-Lungentumormodell Resistenzmechanismen nach einer Gefitinib-Behandlung mit bekanntem Mutationsstatus für die Zelllinien HCC827 und A549 untersucht und daraus folgend neue Therapieansätze abgeleitet, die von potentieller klinischer Bedeutung sein können. Die durchgeführten in silico-Simulationen für HCC827 konnten hierbei zeigen, dass eine EGFR- und c-MET-Koaktivierung zu einer Gefitinib-Resistenz führen kann, wohingegen bei den A549 eine Komutation von KRAS und IGF-1R zu einem geringen Behandlungsansprechen beiträgt. Die Simulationen lassen zudem erkennen, dass eine direkte Inhibierung der an der Resistenzentwicklung beteiligten Rezeptoren c-MET und IGF-1R in beiden Fällen nicht die bestmögliche Therapiestrategie darstellt. In beiden Zelllinien konnte gezeigt werden, dass eine kombinierte Inhibierung von PI3K und MEK den bestmöglichen therapeutischen Effekt liefert, was demnach einen vielversprechenden Therapieansatz bei Gefitinib-resistenten Lungentumorpatienten darstellt. In einem weiteren Schritt wurde das therapeutische Potential der miRNA-21 im in silico-Modell für die HCC827-Zelllinie untersucht. Die durchgeführten Simulationen zeigen, dass eine miRNA-21-Überexpression zu einer Resistenzentwickung nach Gefitinib-Behandlung beitragen kann, wobei eine Inhibierung der miRNA-21 diesen Effekt umkehren kann. Die Ergebnisse lassen zudem erkennen, dass eine PTEN-Aktivierung als potentieller Marker einer erfolgreichen therapeutischen Inhibierung der miRNA-21 fungieren kann, wohingegen eine reduzierte miRNA-21-Expression als möglicher Marker für eine erfolgreiche Gefitinib-Behandlung dienen kann.
(iii) Im dritten Teil der Arbeit wurden systematisch RNA- und Protein-Interaktionen untersucht. Hierzu wurden integrierte systembiologische Analysen an neu identifizierten und funktionell bislang unbekannten lncRNAs durchgeführt. Die Analysen für die infolge einer Herzhypertrophie hochregulierte lncRNA Chast haben umfassend gezeigt, dass diese Proteine und Transkriptionsfaktoren regulieren und binden kann, welche die Signalübertragung und Genexpression regulieren, aber auch eine Verbindung zum kardiovaskulären System und stressinduzierter Herzhypertrophie besitzt. Anhand der Ergebnisse lässt sich schlussfolgern, dass Chast direkt und indirekt (a) Proteine binden und die Translation beeinflussen kann, zudem eine Chromatin-modifizierende Funktion besitzt und so die Transkription, z.B. für herz- und stress-assoziierte Gene, reguliert, und/oder (b) in einem negativen Feedbackloop seine eigene Transkription reguliert. Obwohl lncRNAs meist eine geringe Konservierung aufweisen, konnten die durchgeführten Analysen für Chast eine Sequenz-Struktur-Konservierung in Säugetieren aufzeigen. Weiterhin haben die Untersuchungen an zwei hypoxie-induzierten lncRNAs in Endothelzellen gezeigt, dass die lncRNA MIR503HG eine hohe Sequenz-Struktur-Konservierung in Säugetieren besitzt, wohingegen die LINC00323-003 eine geringe Konservierung aufzeigt. Dies untermauert die Tatsache, dass lncRNAs häufig eine geringe Konservierung aufweisen, was Untersuchungen in Modellorganismen hinsichtlich einer therapeutischen Nutzung schwierig machen.
Da sich zahlreiche Untersuchungen auf Interaktionen und Signalwege konzentriert haben, wurde abschließend eine Datenbank entwickelt, welche Analysen von Protein-Interaktionen und Signalwegen nachhaltig voranbringt. Die entwickelte DrumPID-Datenbank stellt insbesondere die Interaktion zwischen einem Medikament und seinem Target in den Fokus und ermöglicht Analysen einzelner Interaktionen und beteiligter Signalwege, bietet zusätzlich aber auch verschiedene Links zu anderen Datenbanken für individuelle weiterführende Analysen. DrumPID ermöglicht ein geeignetes Medikament u. a. für ein vorgegebenes Zielprotein zu finden und dessen Wirkmechanismus und Interaktionskontext zu untersuchen, was zu einem besseren experimentellen Verständnis beitragen kann. Zudem erlaubt DrumPID eine potentielle chemische Leitstruktur für ein Zielprotein zu entwickeln, was z.B. spezifisch ein parasitisches Protein inhibiert, ohne dabei einen toxischen Effekt im Menschen zu haben. Zahlreiche weitere Pharmakabeispiele belegen, dass DrumPID für den täglichen wissenschaftlichen Gebrauch auf dem Gebiet der Analyse von Protein-Pharmaka-Interaktionen und der Medikamentenentwicklung geeignet ist.
Die beschriebenen Ergebnisse der Promotionsarbeit wurden in fünf Originalarbeiten, zwei Übersichtsartikeln und einem Buchteil, u. a. in Science Translational Medicine, veröffentlicht, sechs dieser Publikationen erfolgten im Rahmen von Erstautorschaften.
Pancreatic cancer (PC) remains one of the most challenging solid tumors to treat with a high unmet medical need as patients poorly respond to standard-of-care-therapies. Prominent desmoplastic reaction involving cancer-associated fibroblasts (CAFs) and the immune cells in the tumor microenvironment (TME) and their cross-talk play a significant role in tumor immune escape and progression. To identify the key cellular mechanisms induce an immunosuppressive tumor microenvironment, we established 3D co-culture model with pancreatic cancer cells, CAFs, monocyte as well as T cells.
Using this model, we analysed the influence of tumor cells and fibroblasts on monocytes and their immune suppressive phenotype. Phenotypic characterization of the monocytes after 3D co-culture with tumor/fibroblast spheroids was performed by analysing the expression of defined cell surface markers and soluble factors. Functionality of these monocytes and their ability to influence T cell phenotype and proliferation was investigated.
3D co-culture of monocytes with pancreatic cancer cells and fibroblasts induced the production of immunosuppressive cytokines which are known to promote polarization of M2 like macrophages and myeloid derived suppressive cells (MDSCs). These co-culture spheroid polarized monocyte derived macrophages (MDMs) were poorly differentiated and had an M2 phenotype. The immunosuppressive function of these co-culture spheroids polarized MDMs was demonstrated by their ability to inhibit autologous CD4+ and CD8+ T cell activation and proliferation in vitro, which we could partially reverse by 3D co-culture spheroid treatment with therapeutic molecules that are able to re-activate spheroid polarized MDMs or block immune suppressive factors such as Arginase-I.
In conclusion, we generated a physiologically relevant 3D co-culture model, which can be used as a promising tool to study complex cell-cell interactions between different cell types within the tumor microenvironment and to support drug screening and development. In future, research focused on better understanding of resistance mechanisms to existing cancer immunotherapies will help to develop new therapeutic strategies in order to combat cancer.
5’-3’ decay is the major mRNA decay pathway in many eukaryotes, including trypanosomes. After deadenylation, mRNAs are decapped by the nudix hydrolase DCP2 of the decapping complex and finally degraded by the 5’-3’ exoribonuclease. Uniquely, trypanosomes lack homologues to all subunits of the decapping complex, while deadenylation and 5’-3’ degradation are conserved. Here, I show that the parasites use an ApaH-like phosphatase (ALPH1) as their major mRNA decapping enzyme. The protein was recently identified as a novel trypanosome stress granule protein and as involved in mRNA binding. A fraction of ALPH1 co-localises exclusively with the trypanosome 5’-3’ exoribonuclease XRNA to a special granule at the posterior pole of the cell, indicating a connection between the two enzymes. RNAi depletion of ALPH1 is lethal and causes a massive increase in total mRNAs that are deadenylated, but have not yet started 5’-3’ decay. These data suggest that ALPH1 acts downstream of deadenylation and upstream of mRNA degradation, consistent with a function in mRNA decapping. In vitro experiments show that recombinant, N-terminally truncated ALHP1 protein, but not a catalytically inactive mutant, sensitises the capped trypanosome spliced leader RNA to yeast Xrn1, but only if an RNA 5’ polyphosphatase is included. This indicates that the decapping mechanism of ALPH1 differs from the decapping mechanism of Dcp2 by leaving more than one phosphate group at the mRNA’s 5’ end. This is the first reported function of a eukaryotic ApaH-like phosphatase, a bacterial-derived class of enzymes present in all phylogenetic super-groups of the eukaryotic kingdom. The substrates of eukaryotic ApaH-like phosphatases are unknown. However, the substrate of the related bacterial enzyme ApaH, diadenosine tetraphosphate, is highly reminiscent of a eukaryotic mRNA cap.