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Integrating neurobiological markers of depression: an fMRI-based pattern classification approach
(2010)
While depressive disorders are, to date, diagnosed based on behavioral symptoms and course of illness, the interest in neurobiological markers of psychiatric disorders has grown substantially in recent years. However, current classification approaches are mainly based on data from a single biomarker, making it difficult to predict diseases such as depression which are characterized by a complex pattern of symptoms. Accordingly, none of the previously investigated single biomarkers has shown sufficient predictive power for practical application. In this work, we therefore propose an algorithm which integrates neuroimaging data associated with multiple, symptom-related neural processes relevant in depression to improve classification accuracy. First, we identified the core-symptoms of depression from standard classification systems. Then, we designed and conducted three experimental paradigms probing psychological processes known to be related to these symptoms using functional Magnetic Resonance Imaging. In order to integrate the resulting 12 high-dimensional biomarkers, we developed a multi-source pattern recognition algorithm based on a combination of Gaussian Process Classifiers and decision trees. Applying this approach to a group of 30 healthy controls and 30 depressive in-patients who were on a variety of medications and displayed varying degrees of symptom-severity allowed for high-accuracy single-subject classification. Specifically, integrating biomarkers yielded an accuracy of 83% while the best of the 12 single biomarkers alone classified a significantly lower number of subjects (72%) correctly. Thus, integrated biomarker-based classification of a heterogeneous, real-life sample resulted in accuracy comparable to the highest ever achieved in previous single biomarker research. Furthermore, investigation of the final prediction model revealed that neural activation during the processing of neutral facial expressions, large rewards, and safety cues is most relevant for over-all classification. We conclude that combining brain activation related to the core-symptoms of depression using the multi-source pattern classification approach developed in this work substantially increases classification accuracy while providing a sparse relational biomarker-model for future prediction.
Schlagwörter: Salmonella , Salmonella enterica , Salmonella typhimurium , Salmonellose , Escherichia coli , Shigella , Infektion , Bakterielle Infektion , Zellkultur , HeLa-Zelle , Apoptosis , Metabolismus , Stoffwechsel , Glucose , Glucosetransport , Glucosestoffwechsel , Katabolismus , Kohlenstoff , Kohlenstoffbedarf , Kohlenstoffhaushalt , Kohlenstoffstoffwechsel , Kohlenstoff-13 , Kohlenstoffisotop Salmonella Typhimurium und enteroinvasive E. coli (EIEC) sind fakultativ intrazelluläre Bakterien aus der Familie der Enterobacteriaceae. Während erstere sich nach der Internalisierung durch eukaryotische Zellen normalerweise in einem spezialisierten Phagosom, der Salmonella-enthaltenden Vakuole (SCV), vermehren, replizieren EIEC im Zytoplasma der Wirtszellen. In der vorliegenden Arbeit wurde zunächst durch Mikroinjektion die Fähigkeit von S. Typhimurium 14028s untersucht, ebenfalls im Zytoplasma von Caco-2-Zellen replizieren zu können. Dabei wurde festgestellt, daß ein früher als S. Typhimurium 14028s WT bezeichneter Stamm eine Insertion eines Desoxythymidins an Position 76 des offenen Leserasters von rfbP trägt, einem Gen, dessen Protein an der LPS-Synthese beteiligt ist. Weiterhin synthetisierte dieser Stamm ein rauhes LPS. Aufgrund von Agglutination konnte der Rauh-Stamm nur mit geringem Erfolg mikroinjiziert werden. Hingegen lag 5 h nach der Mikroinjektion einer nicht invasiven Mutante von Salmonella mit vollständigem LPS der Anteil an Caco-2-Zellen, die mehr als 32 Bakterien enthielten, bei etwa 30 %. Der Anteil war 2-3 mal höher als bei früheren Mikroinjektionen in HeLa-Zellen. Daher wurde das Verhalten von HeLa-Zellen nach einer Infektion durch S. Typhimurium ΔsifA - einer Mutante, die aus der SCV ins Zytoplasma entkommt - untersucht. Dabei wurde festgestellt, daß die sifA-Mutante 10 h nach der Infektion die Aktivität der Caspasen 9 und 3 in HeLa-Zellen, aber nicht in Caco-2-Zellen induziert. In weiteren Versuchen wurde die Bedeutung von Glukose, Glukose-6-phosphat und Mannose als Kohlenstoffquellen für die extra- und intrazelluläre Replikation zweier Isolate enteroinvasiver E. coli und eines S. Typhimurium Stammes analysiert. Zu diesem Zweck wurden zunächst definierte Mutanten in den beiden wichtigsten Phosphoenolpyruvat-abhängigen Phosphotransferasesystemen (PTS) für die Aufnahme von Glukose und Mannose, ptsG und manXYZ, sowie im Antiporter für die Aufnahme von Glukose-6-phosphat, uhpT, konstruiert. Bei Wachstum im Minimalmedium mit Glukose als einziger C-Quelle waren die Generationszeiten aller ΔptsG- und ΔptsG, manXYZ-Mutanten im Vergleich zu den Wildstämmen deutlich verlängert. Ebenso wuchsen ΔmanXYZ-Mutanten bzw. ΔuhpT-Mutanten deutlich langsamer auf Mannose bzw. Glukose-6-phosphat. Jedoch ergaben sich hierbei Stamm-spezifische Unterschiede. So erreichte EIEC 4608-58 ΔuhpT in der stationären Phase eine ähnliche Zelldichte wie der Wildstamm in Gegenwart von Glukose-6-phosphat und eine ΔptsG, manXYZ-Mutante von S. Typhimurium 14028s konnte immer noch effizient mit Glukose wachsen. Infektionsversuche mit Caco-2-Zellen zeigten weiterhin, daß die Deletion von ptsG zu einer signifikanten Erhöhung der Adhärenz und Invasivität von EIEC 4608-58 führt, während sich die intrazellulären Generationszeiten aller hier untersuchten Mutanten kaum veränderten. Selbst die ΔptsG, manXYZ, uhpT-Dreifachmutanten der drei hier verwendeten Enterobakterien und die ΔptsG, manXYZ, glk-Mutante von S. Typhimurium 14028s konnten immer noch in Caco-2-Zellen replizieren, wenn auch mit Stamm-spezifisch verringerten Geschwindigkeiten. 13C-Markierungsexperimente mit [U-13C6]-Glukose als Substrat ergaben jedoch, daß in der Tat alle hier untersuchten enterobakteriellen Wildstämme Glukose während der Replikation in Caco-2-Zellen unter Zellkulturbedingungen verwerten. Glukose-6-phosphat, Glukonat oder Fettsäuren konnten dagegen als wichtigste Kohlenstoffquellen für das intrazelluläre Wachstum ausgeschlossen werden. EIEC 4608-58 metabolisierte Glukose jedoch weniger effizient als EIEC HN280 und schien zudem noch zusätzlich C3-Substrate aus der Wirtszelle aufzunehmen. Das Markierungsmuster zeigte einen Stamm-spezifischen Kohlenstofffluß durch Glykolyse und/oder Entner-Doudoroff-Weg, Pentosephosphatzyklus, Citratzyklus und den anaplerotischen Reaktionen zwischen PEP und Oxalacetat. Mutanten mit Deletionen in ptsG und manXYZ konnten auf alternative C3-Substrate wechseln und glichen dies durch eine erhöhte Aufnahme von Aminosäuren aus den Wirtszellen aus.
Stem cells with the particular potential to self renew and to differentiate into multiple cell lineages are fascinating cell types for basic and applied research. Pluripotent embryonic stem (ES) cells are derived from the inner cell mass (ICM) of preimplantation embryos. Upon differentiation ES cells can give rise to cells of ecto-, meso- and endoderm including germ cells. In contrast, multipotent adult stem cells are more restricted in their differentiation outcomes,they differentiate into cells of their tissue of origin. For example, hematopoietic stem cells (HSCs) that reside in hemogenic tissues such as the bone marrow (BM) differentiate into hemato-/lymphoid cell lineages. Upon differentiation of stem cells not the genome, but the epigenetic regulation changes. Differentiation-associated epigenetic changes generate cell types with distinct phenotypes and functions. For stem cell-based therapies it is important to deeper understand the relation between epigenome and cellular function. In the scope of this thesis I aimed to analyze cultures of differentiating stem cells with respect to gene expression, chromatin regulation and differentiation potential. For the analysis of global histone modification levels, which represent one mechanism for epigenetic regulation, fow cytometric protocols were established that allow single cell measurements. By applying this methodology decreased histone acetylation levels were shown in differentiated ES cell populations. In contrast, comparable histone acetylation levels were observed in differentiated and undifferentiated BM cells. In addition, I investigated effects of the histone deacetylase (HDAC) inhibitor trichostatin A (TSA) on murine BM cells, comprising also HSCs. Upon TSA treatment the frequency of cells with in vitro and in vivo hematopoietic activity was increased, while lineage committed cells underwent apoptosis. Next, the loss of pluripotency was assessed in differentiating ES cell cultures. Using short-term in vitro differentiation protocols marker-based analyses and functional assays were performed.Functionally pluripotency was diminished after 2 days of differentiation as assessed by colony formation, embryoid body (EB) formation and cardiomyogenic differentiation approaches. In contrast, pluripotency marker expression was reduced at later time points. Further, the application of distinct differentiation systems (aggregation EB, clonal EB or monolayer (ML) culture) had an impact on the progression and homogeneity of differentiation cultures. To further study the end of pluripotency, differentiated ES cells were placed under ES cell culture conditions. The data suggest that 3 days differentiated ES cells had passed a point of no return and failed to regain Oct4-eGFP expression and that HDAC inhibitor treatment selectively killed differentiated ES cells. Finally, I aimed to study the effect of EED - a core subunit of the histone methylating Polycomb repressive complex 2 (PRC2) - on ES cell chromatin and function. ES cells lacking EED showed loss of histone H3 lysine 27 trimethylation (H3K27me3) accompanied by increased histone acetylation and reduced H3K9me3 levels. Despite typical ES cell morphology and pluripotency marker expression, EED knockout (KO) ES cells exhibited altered nuclear heterochromatin organization, delayed chromatin mobility and a failure in proper differentiation. Conclusively, my data provide insights into the epigenetic regulation of stem cells. Particularly, the results suggest that HDAC inhibitor treatment was detrimental for differentiated BM as well as for differentiated ES cells and that ES cells after 3 days of differentiation had lost pluripotency. Further, the data demonstrate that EED KO ES cells self renewed, exhibited morphology and pluripotency marker expression similar to wild type ES cells, but failed to differentiate. This indicates an important role of EED not only for undifferentiated but also for differentiating ES cells.
Semaphorin receptors in the immunological synapse: regulation and measles virus-driven modulation
(2010)
Measles virus (MV) infection causes approximately 164,000 deaths per year worldwide (WHO, 2008). The main cause of death is MV-induced immunosuppression but the underlying mechanisms are not fully understood. It has been suggested that MV renders T cells dysfunctional by disrupting the integrity of actin dynamics while MV infection of dendritic cells results in their inability to sustain T cell activation. During neuronal development, semaphorins (SEMAs), especially SEMA3A, induce a collapse of growing dendrites via the binding to plexin-A1 (plexA1) and its coreceptor neuropilin-1 (NP-1). The collapse results from a disruption of actin dynamics. In this study, the roles of these three molecules were investigated in human immune cells and their possible role in MV induced immunosuppression. The present data have shown that plexA1 is an important component of human immunological synapse (IS). It translocated transiently to the surface of T cells after CD3/28 ligation and accumulated at the stimulatory interface between T cells and DCs (or CD3/28 coated beads). When plexA1 expression was inhibited (RNAi) or its function was disrupted (exogenous blocking or dominant negative expression), T cell expansion was reduced. Upon MV exposure, translocation of plexA1 and NP-1, another important component of IS, towards the stimulatory interface in T cells was abrogated. Moreover, MV infection interfered with plexA1/NP-1 turnover in maturing DCs and promoted early and substantial release of SEMA3A from these cells, particularly in the presence of allogenic T cells. As revealed by scanning electron microscopy, the release of SEMA3A caused a transient loss of actin-based protrusions on T cells. SEMA3A affected chemotactic migration of T cells and DCs, and reduced formation of allogenic DC/T cell conjugates. In conclusion, MV targeted SEMA receptor function both by disrupting their recruitment to the IS and by promoting a premature release of their repulsive ligand, SEMA3A. Both of which could contribute to MV-induced immunosuppression.
ß-Arrestin/Rezeptor-Interaktionen - Ein endogenes "Werkzeug" ligandenspezifischer Signaltransduktion
(2010)
Die Bedeutung der β-Arrestine als multifunktionelle Adapterproteine GPCR-vermittelter Signaltransduktion hat in den letzten Jahren immer mehr zugenommen. In der vorliegenden Arbeit lag der Schwerpunkt auf der Untersuchung der molekularen Basis und der Ligandenabhängigkeit sowohl der β-Arrestin/Rezeptor-Interaktion als auch β-Arrestin- (un-)abhängiger Signaltransduktionsmechanismen. Im ersten Teil wurde der Einfluß potentieller Phosphorylierungsstellen im C-Terminus des β2AR bzw. im C-Terminus und der TM3 des P2Y1R auf die agonisteninduzierte β-Arrestin/Rezeptor-Interaktion, Internalisierung und Desensibilisierung untersucht. Durch Mutationsanalysen konnten Ser 352/Thr 358 im distalen C-Terminus des P2Y1R als Schlüsselstellen der β-Arrestin-Translokation und Internalisierung identifiziert werden, während ein oder mehrere Phosphorylierungsstellen im proximalen P2Y1R C-Terminus die molekulare Grundlage der Rezeptordesensibilisierung darstellen. Darüber hinaus machte die Anwendung verschiedener PKC- oder CaMK-Inhibitoren sowie der Einsatz des PKC-Aktivators PMA deutlich, dass die P2Y1R-Desensibilisierung und β-Arrestin-Translokation durch unterschiedliche Kinasen kontrolliert werden. Zudem konnte mit Hilfe der FRET-Technik gezeigt werden, dass die Phosphorylierungsstellen zwischen den Positionen 355 und 364 im proximalen β2AR C-Terminus essentielle Bereiche der β-Arrestin-Translokation darstellen. Im zweiten Teil der vorliegenden Arbeit wurden Agonisten am β2-adrenergen Rezeptor bzw. dem P2Y2R auf ihre Fähigkeit hin untersucht verschiedene mit dem jeweiligen Rezeptor verknüpfte G-Protein- bzw. β-Arrestin-Funktionen in unterschiedlichem Ausmaß zu aktivieren („biased agonism“). Da eine solche ligandenselektive Aktivierung rezeptorvermittelter Signalwege bis dato nur mit synthetischen Liganden detailliert untersucht wurde, galt das besondere Interesse der Analyse der durch die endogenen Substanzen induzierten Signalmuster. Die Betrachtung der Noradrenalin- bzw. Adrenalin-induzierten β-Arrestin/Rezeptor-Interaktion, β-Arrestin2-Translokation, Rezeptorinternalisierung, G-Protein-Aktivierung sowie cAMP-Produktion am β2AR machte deutlich, dass es sich beim Phänomen des „biased agonism“ um einen endogenen Mechanismus handelt. Darüber hinaus konnte gezeigt werden, dass auch zur Tokolyse eingesetzte β2AR-Agonisten spezifische Signalmuster induzieren. Die Beobachtung, dass UTP und ATP sowohl unterschiedliche β-Arrestin1/2-Translokationsals auch ERK-Aktivierungsmuster am P2Y2R induzieren bestärkte das Konzept des „biased agonism“ als endogenes Phänomen. Das ligandenabhängige β-Arrestin-Translokationsverhalten des P2Y2R ließ zudem die agonistenbedingte Zuteilung des Rezeptors zu den „Klasse A“ oder „Klasse B“ Rezeptoren zu. Die detaillierte Untersuchung agonisteninduzierter Rezeptor/Effektor-Interaktionen und Signalmuster dürfte helfen die Anwendung klinisch relevanter Substanzen zu optimieren.
Cooperation is beneficial for social groups and is exemplified in its most sophisticated form in social insects. In particular, eusocial Hymenoptera, like ants and honey bees, exhibit a level of cooperation only rarely matched by other animals. To assure effective defense of group members, foes need to be recognized reliably. Ants use low-volatile, colony-specific profiles of cuticular hydrocarbons (colony odor) to discriminate colony members (nestmates) from foreign workers (non-nestmates). For colony recognition, it is assumed that multi-component colony odors are compared to a neuronal template, located in a so far unidentified part of the nervous system, where a mismatch results in aggression. Alternatively, a sensory filter in the periphery of the nervous system has been suggested to act as a template, causing specific anosmia to nestmate colony odor due to sensory adaptation and effectively blocking perception of nestmates. Colony odors are not stable, but change over time due to environmental influences. To adjust for this, the recognition system has to be constantly updated (template reformation). In this thesis, I provide evidence that template reformation can be induced artificially, by modifying the sensory experience of carpenter ants (Camponotus floridanus; Chapter 1). The results of the experiments showed that template reformation is a relatively slow process taking several hours and this contradicts the adaptation-based sensory filter hypothesis. This finding is supported by first in-vivo measurements describing the neuronal processes underlying template reformation (Chapter 5). Neurophysiological measurements were impeded at the beginning of this study by the lack of adequate technical means to present colony odors. In a behavioral assay, I showed that tactile interaction is not necessary for colony recognition, although colony odors are of very low volatility (Chapter 2). I developed a novel stimulation technique (dummy-delivered stimulation) and tested its suitability for neurophysiological experiments (Chapter 3). My experiments showed that dummy-delivered stimulation is especially advantageous for presentation of low-volatile odors. Colony odor concentration in headspace was further increased by moderately heating the dummies, and this allowed me to measure neuronal correlates of colony odors in the peripheral and the central nervous system using electroantennography and calcium imaging, respectively (Chapter 4). Nestmate and non-nestmate colony odor elicited strong neuronal responses in olfactory receptor neurons of the antenna and in the functional units of the first olfactory neuropile of the ant brain, the glomeruli of the antennal lobe (AL). My results show that ants are not anosmic to nestmate colony odor and this clearly invalidates the previously suggested sensory filter hypothesis. Advanced two-photon microscopy allowed me to investigate the neuronal representation of colony odors in different neuroanatomical compartments of the AL (Chapter 5). Although neuronal activity was distributed inhomogeneously, I did not find exclusive representation restricted to a single AL compartment. This result indicates that information about colony odors is processed in parallel, using the computational power of the whole AL network. In the AL, the patterns of glomerular activity (spatial activity patterns) were variable, even in response to repeated stimulation with the same colony odor (Chapter 4&5). This finding is surprising, as earlier studies indicated that spatial activity patterns in the AL reflect how an odor is perceived by an animal (odor quality). Under natural conditions, multi-component odors constitute varying and fluctuating stimuli, and most probably animals are generally faced with the problem that these elicit variable neuronal responses. Two-photon microscopy revealed that variability was higher in response to nestmate than to non-nestmate colony odor (Chapter 5), possibly reflecting plasticity of the AL network, which allows template reformation. Due to their high variability, spatial activity patterns in response to different colony odors were not sufficiently distinct to allow attribution of odor qualities like ‘friend’ or ‘foe’. This finding challenges our current notion of how odor quality of complex, multi-component odors is coded. Additional neuronal parameters, e.g. precise timing of neuronal activity, are most likely necessary to allow discrimination. The lower variability of activity patterns elicited by non-nestmate compared to nestmate colony odor might facilitate recognition of non-nestmates at the next level of the olfactory pathway. My research efforts made the colony recognition system accessible for direct neurophysiological investigations. My results show that ants can perceive their own nestmates. The neuronal representation of colony odors is distributed across AL compartments, indicating parallel processing. Surprisingly, the spatial activity patterns in response to colony are highly variable, raising the question how odor quality is coded in this system. The experimental advance presented in this thesis will be useful to gain further insights into how social insects discriminate friends and foes. Furthermore, my work will be beneficial for the research field of insect olfaction as colony recognition in social insects is an excellent model system to study the coding of odor quality and long-term memory mechanisms underlying recognition of complex, multi-component odors.
In dieser Arbeit wurde das PVM-Mausmodell verwendet, um die Bedeutung der Typ I und Typ III Interferonantwort für die Pathogenese einer pneumoviralen Infektion zu analysieren. Hierzu wurden zunächst mit Hilfe der reversen Genetik rekombinante PVM-Mutanten hergestellt, bei denen die Gene für die NS-Proteine, welche vermutlich als Interferonantagonisten fungieren, deletiert sind. Die Charakterisierung der Replikationsfähigkeit der rPVM dNS-Mutanten erfolgte in vitro in Interferon-kompetenten und Interferon-inkompetenten Zelllinien. Ein zentraler Schritt innerhalb dieser Charakterisierung war die Untersuchung der Induktion von Interferonen in vivo und in vitro nach Infektion mit den rPVM dNSMutanten, wobei nachgewiesen wurde, dass die NS-Proteine von PVM als Interferonantagonisten fungieren. In allen Interferon-kompetenten Zellkulturen wurde eine Attenuierung von rPVM dNS1, rPVM dNS2 und rPVM dNS1dNS2 bezogen auf rPVM beobachtet. In allen Interferon-inkompetenten Zellkulturen konnte die Attenuierung der rPVM dNS-Mutanten nahezu vollständig revertiert werden. Nach Infektion mit den rPVM dNS-Mutanten wurde in verschiedenen Zelllinien eine Induktion von Typ I und Typ III Interferonen betrachtet, wobei Unterschiede in der Stärke der Interferon-Induktion nach Infektion mit den rPVM dNS-Mutanten vorhanden waren. Zusammenfassend war es möglich, die NS1- und NS2-Proteine von PVM in Analogie zu RSV eindeutig als Antagonisten der Interferonantwort zu identifizieren. Die Untersuchung der protektiven Rolle von Typ I und Typ III Interferonen für die Replikation und Pathogenität von PVM bildete den zweiten Teil dieser Arbeit. Hierzu wurde die Replikationsfähigkeit und Pathogenität der rPVM dNS-Mutanten in verschiedenen Interferon-defizienten Mausstämmen getestet. Die Untersuchungen ergaben eine protektive Rolle von Typ I und Typ III Interferonen bei einer Infektion mit PVM, wobei den Typ I Interferonen ein effektiverer Einfluss zugeordnet werden konnte. Ein Vergleich von Replikation und Virulenz zwischen den verschiedenen Typ I oder Typ III oder Typ I/Typ III Interferonrezeptor-defizienten Mausstämmen belegte eine erhöhte Suszeptibilität der Typ I/Typ III Interferonrezeptor-defizienten Mäuse gegenüber einer Infektion mit den rPVM dNS-Mutanten. Eine vollständige Aufhebung der Attenuierung wurde auch in den Typ I/Typ III Interferonrezeptor-defizienten Mäusen nicht erlangt. Eine anti-apoptotische Funktion der NS-Proteine zusätzlich zu ihrer Wirkungsweise als Interferonantagonisten wurde aufgrund der unvollständigen Revertierung der Pathogenität der rPVM dNS-Mutanten in Typ I/Typ III Interferonrezeptor-defizienten Mäusen vermutet. Der abschließende Teil dieser Dissertation befasste sich mit der Frage, welche Zellen bei einer natürlichen pulmonalen Infektion Interferone in vivo produzieren. In vitro wurde beobachtet, dass überraschenderweise nur sehr wenige virusinfizierte oder uninfizierte Zellen Typ I Interferone bilden. Der Nachweis darüber, welche Zellen während einer pulmonalen Infektion hauptsächlich Interferone in vivo produzieren, war aufgrund der fehlenden Eignung der kommerziell erhältlichen Interferon-Antikörper für intrazelluläre Gewebefärbungen nicht möglich. Dennoch gelang es abschließend durch eine neue Nachweismethode erstmals Zellen mit rezeptorgebundenen Interferon zu identifizieren, wobei es sich um ziliierte Epithelzellen, Alveolarmakrophagen und vermutlich Clarazellen sowie Typ I und Typ II Pneumozyten handelte.
iNKT cells are a population of T cells with unique characteristics. In contrast to most αβ T cells which recognize peptides presented by highly polymorphic MHC molecules, iNKT cells are reactive to glycolipids presented by CD1d, a non-polymorphic MHC-I like molecule. Moreover, whereas MHC-restricted αβ T cells bear highly variable receptors (TCRs) formed after somatic recombination of the V(D)J gene segments, the TCR of iNKT cells is formed by an invariant α chain, which always contains the same gene segments: AV14 and AJ18; and a β chain of limited BV gene usage: BV8S2, BV7 or BV2, in the mouse. This invariant α chain is the reason for which these cells are named “i” and the NK part of their name refers to the expression of receptors typical of natural killer (NK) cells. iNKT cells recognize glycolipids of endogenous and microbial origin. After activation they secrete large amounts of very different cytokines such as IFN-γ and IL-4 and thus influence immune responses and pathological conditions. One of the most potent iNKT cell agonists, recognized by the semi-invariant TCR, is the synthetic glycolipid α-Galactosylceramide (α-Gal). iNKT cells can be visualized using CD1d-multimeric complexes loaded with α-Gal and flow cytometry, since this reagent has enough avidity to stain these cells. Interestingly, mouse iNKT cells can be stained with human α-Gal-loaded CD1d oligomers and human iNKT cells can also be visualized with mouse α-Gal-loaded CD1d oligomers, indicating a high degree of conservation of the recognition of α-Gal presented by CD1d through evolution. Previous studies showed that rats have the genes necessary to build semi-invariant TCRs: They have a CD1d homologue; one or two BV8S2 homologues and interestingly, up to ten AV14 gene segments, which are highly conserved when compared to the mouse genes. Importantly, it has been shown at least for two of these AV14 gene segments that they can produce invariant TCRα chains which, when coexpressed with BV8-containing β chains, react to α-Gal presented by rat CD1d. Furthermore, ex vivo stimulation of primary splenocytes with α-Gal results in the secretion of IL-4 and IFN-γ. Surprisingly, rat semi-invariant TCRs do not recognize α-Gal presented by mouse CD1d and accordingly, mouse α-Gal-loaded CD1d tetramers failed to stain a discrete population of rat iNKT cells. Taking all together, despite that strong evidence suggested that iNKT cells are present in the rat, the direct identification of such population and the analysis of CD1d-restricted immune responses were still pending for this species. Hence the work presented in this doctoral thesis was aimed to identify iNKT cells, to analyze their phenotype and also to study the distribution and function of CD1d in the rat. For these purposes, we produced essential reagents which were still lacking such as rat specific anti-CD1d monoclonal antibodies and rat CD1d oligomers. Importantly, two of three anti-rat CD1d monoclonal antibodies (all of them generated in our laboratory before this thesis was initiated) also recognized mouse CD1d and therefore allowed a direct comparison of CD1d expression between rat and mouse. Whereas CD1d distribution in the hematopoietic system was found to be extremely similar between these two species; in non-lymphatic tissues important differences were observed. Interestingly, CD1d protein was detected at not yet described sites such as the rat exocrine pancreas and rat and mouse Paneth cells. These monoclonal antibodies did not only allowed the analysis of CD1d expression, but also the first demonstration of the function of rat CD1d as an antigen presenting molecule, since cytokine release in response to α-Gal was blocked when they were added to ex vivo cultures of rat primary cells. Staining of primary rat iNKT cells (possible now with the newly generated rat CD1d oligomers) revealed interesting similarities with human iNKT cells. First, we observed that rat iNKT cells are only a minority among all NKR-P1A/B positive T cells. Human iNKT cells constitute also a very small proportion of NKR-P1A (CD161) expressing T cells, whereas in mice inbred strains which express NKR-P1C (NK1.1), most of NKRP1C expressing T cells are iNKT cells. Second, the majority of rat iNKT cells are either CD4 or DN and only a small proportion expresses CD8β. These findings are similar to humans and different to mice which lack CD8+ iNKT cells. Third, analysis of various inbred rat strains demonstrated different iNKT cell frequencies which correlated with cytokine secretion after α-Gal stimulation of primary cells. In comparison to mice, iNKT cell numbers are markedly reduced in rats. In F344 rats, inbred rat strain which released the highest cytokine amounts after α-Gal stimulation, approximately 0.25% and 0.1% of total liver and spleen lymphocytes, respectively, are iNKT cells. In contrast, in LEW rats iNKT cells were practically absent and neither IL-4 nor IFN-γ were detected after stimulation of primary cells with α-Gal. Once more, these frequencies are very close to those observed in humans. Last, as reported for human peripheral blood cells, rat iNKT cells could be easily expanded in vitro by adding α-Gal to cultures of intrahepatic lymphocytes, whereas the expansion of mouse iNKT cells was not possible using the same protocol. The presence of a multimember AV14 gene segment family in the rat is an intriguing characteristic. These AV14 gene segments are extremely homologous except in the CDR2α region. Based on the amino acid sequence of this region they have been divided into two different types: Type I and II. A specific tissue distribution of the different types was proposed in the first study where the presence of several AV14 gene segments was described. We also analyzed the AV14 gene segment usage in F344 and LEW inbred rat strains. In F344 rats we found no preferential usage of either AV14 gene segment type in the spleen and the liver but type II AV14 gene segments appeared more frequently in the thymus. In contrast, LEW rats show a preferential usage of type I AV14 gene segments in all three compartments analyzed: Thymus, spleen and liver. Taken all together, the usage of newly generated reagents allowed to gain novel insights into CD1d expression in the rat and in the mouse and to directly identify rat iNKT cells for the first time. The phenotypic and functional analysis of rat iNKT cells revealed numerous similarities with human iNKT cells. These are of special interest, since rats serve to investigate several pathological conditions including models for autoimmune diseases. The possibility now to analyze iNKT cells and CD1d-restricted T cell responses in the rat might help to understand the pathogenesis of such diseases. In addition, the uncomplicated in vitro expansion and culture of rat iNKT cells should facilitate the analysis of the immunomoldulatory capacities of these cells.
Development of novel Listeria monocytogenes strains as therapeutic agents for targeted tumor therapy
(2010)
Despite marked progress in development and improvement of cancer therapies the rate of cancer related death remained stable over the last years. Especially in treating metastases alternative approaches supporting current therapies are required. Bacterial and viral vectors have been advanced from crude tools into highly sophisticated therapeutic agents detecting and treating neoplastic leasions. They might be potent enough to fill in this therapeutic demand. In this thesis Listeria monocytogenes was investigated as carrier for targeted bacterial cancer therapy. One part of the study focussed on modification of a functional bacterial mRNA delivery system. Genomic integration of T7 RNA polymerase driving mRNA production allowed reduction to an one-plasmid-system and thereby partially relieved the growth retardation exerted by mRNA delivery. Importantly the integration allowed metabolic attenuation of the mRNA delivery mutant potentially enabling in vivo applications. Further expansion of the bacterial RNA delivery system for transfer of shRNAs was examined. Bacterial mutants producing high amounts of RNA containing shRNA sequences were constructed, however a functional proof of gene silencing on delivery in eukaryotic cell lines was not achieved. The second part of this thesis focussed on increasing tumor colonization by Listeria monocytogenes in vivo. Coating bacteria with antibodies against receptors overexpressed on distinct tumor cell lines enabled specific bacterial internalization into these cells in vitro. Optimization of the bacterial antibody coating process resulted in an up to 104-fold increase of intracellular bacteria. Combination of this antibody-mediated targeting with the delivery of prodrug-converting enzymes showed a cytotoxic effect in cell lines treated with the corresponding prodrug. Since incubation in murine serum completely abrogated antibodymediated bacterial internalization the antibodies were covalently linked to the bacteria for application in xenografted tumor mice. Bacteria coated and crosslinked in this manner showed enhanced tumor targeting in a murine tumor model demonstrating antibodymediated bacterial tumor targeting in vivo. Independent of antibody-mediated tumor targeting the intrinsic tumor colonization of different Listeria monocytogenes mutants was examined. Listeria monocytogenes ΔaroA ΔinlGHE colonized murine melanoma xenografts highly efficient, reaching up to 108 CFU per gram of tumor mass 7 days post infection. Taken together the presented data shows highly promising aspects for potential bacterial application in future tumor therapies. Combination of the delivery systems with antibodymediated- and intrinsic bacterial tumor targeting might open novel dimensions utilizing Listeria monocytogenes as therapeutic vector in targeted tumor therapy.
The saprophytic filamentous fungus Aspergillus fumigatus has been gaining importance as an opportunistic human pathogen over the past decades. Advances in modern medicine have created a growing group of patients susceptible to infection with A. fumigatus, often contracting potentially deadly invasive aspergillosis. The virulence of this pathogen appears to be a multifactorial trait, a combination of physiological characteristics that enables the fungus to infect immunocompromised humans. This work concentrates on the nitrogen metabolism of A. fumigatus, which is essential for meeting the nutritional needs inside the human host. Using DNA microarrays, the transcriptional response during growth on three different secondary nitrogen sources was examined, which revealed the metabolic versatility of A. fumigatus, especially when challenged with proteins as the sole source of nitrogen. In-depth transcriptional profiling of the eight-member oligopeptide transporter (OPT) gene family underlined the importance of oligopeptide transport for growth on complex nitrogen sources like BSA or collagen. Heterologous expression of the opt genes in Saccharomyces cerevisiae showed their functionality as oligopeptide transporters, and characterized their substrate specificity. Using a Cre/loxP based genetic tool, a complete deletion of all opt genes in A. fumigatus was achieved. The resultant strain exhibited diminished growth on medium where the oligopeptide GPGG was the sole nitrogen source, but did not show any other in vitro phenotype. The opt deletion strain was not attenuated in virulence in a murine model of pulmonary aspergillosis, suggesting that the OPT gene family is not necessary for successful infection. The connection of oligopeptide transport and extracellular proteolytic activity was investigated by deleting the genes encoding Dpp4 and Dpp5, two dipeptidyl peptidases, or PrtT, the transcriptional regulator of major secreted proteases, in the complete opt deletion background. In contrast to the deletion of dpp4 and dpp5, which did not result in any additional phenotype, the absence of prtT led to a drastic growth defect on porcine lung agar. This suggests a synergistic action of extracellular proteolytic digest of proteins and transport of oligopeptide degradation products into the cell. Finally, this work established the bacterial β-Rec/six site-specific recombination system as a novel genetic tool for targeted gene deletion in A. fumigatus.