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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).
Embryonale Stammzellen (ESCs) sind durch zwei charakteristische Eigenschaften definiert. Neben einer kontinuierlichen Selbsterneuerungskapazität weisen ESCs die Fähigkeit auf, in alle Zelltypen der drei Keimblätter differenzieren zu können. Diese Eigenschaften werden unter anderem durch ein Netzwerk wichtiger Pluripotenzfaktoren als auch durch epigenetische Mechanismen reguliert, welche die Transkription von Pluripotenz- und Differenzierungsgenen kontrollieren.
In murinen ESCs sind an der Repression von Differenzierungsgenen auch Polycomb group (PcG) Proteine beteiligt. Diese Proteine bauen zwei Chromatin-modifizierende Komplexe auf, die als Polycomb repressive complex 1 bzw. 2 (PRC1 bzw. PRC2) bezeichnet werden. Nach dem klassischen Modell der Polycombfunktion, katalysieren PRC1 und PRC2 gemeinsam zwei charakteristische Histonmodifikationen, die zur Repression PRC-spezifischer Zielgene beitragen. Zahlreiche Studien in den letzten Jahren belegen, dass der Proteinaufbau der PRC1 Komplexe stark variieren kann, wobei die Familie der Polycomb group RING finger (Pcgf) Proteine eine wichtige Rolle spielt. In diesem Zusammenhang definieren einzelne Pcgf Paraloge (Pcgf1 – 6) verschiedene PRC1 Varianten (PRC1.1 – 1.6), die Komplex-spezifische Bindestellen im Genom aufweisen. Diese Erkenntnisse lassen auf unterschiedliche Mechanismen der PRC1 Varianten und Pcgf Paralog-spezifische Funktionen schließen, die zum jetzigen Zeitpunkt nur wenig erforscht sind.
Für manche Pcgf Paraloge sind wichtige Rollen in verschiedenen Stammzelltypen und während der iPS Reprogrammierung bekannt. Pcgf1 (Nspc1), Pcgf2 (Mel18) und Pcgf4 (Bmi1) zeigen eine Funktion in verschiedenen adulten Stammzellen. Pcgf4 spielt darüber hinaus eine wichtige Rolle in der murinen iPS Reprogrammierung. Für Pcgf6 (Mblr) wird eine Pluripotenz-assoziierte Funktion angenommen, denn Pcgf6 ist das einzige Pcgf Paralog, das eine erhöhte Expression in murinen ESCs aufweist, die jedoch im Verlauf der ESC-Differenzierung absinkt. Außerdem zeigen murine Pcgf6 KD ESCs eine verminderte Expression der Pluripotenzgene Oct4, Sox2 und Nanog, eine De-Repression mesodermaler und Testes-spezifischer Gene als auch eine erhöhte Tendenz zur hämatopoetischen Differenzierung. Wie genau Pcgf6 an der Regulation dieser Prozesse in murinen ESCs beteiligt ist, ist nicht bekannt.
In der hier vorliegenden Dissertation wurde die Funktion von Pcgf6 in der murinen iPS Reprogrammierung untersucht. Da bereits für Pcgf4 eine Rolle in der Reprogrammierung somatischer Zellen gezeigt wurde und Pcgf6 eine erhöhte Expression in ESCs aufweist, wurde auch für Pcgf6 eine Funktion in der iPS Reprogrammierung angenommen. Zunächst konnte in dieser Arbeit gezeigt werden, dass Pcgf6 während der iPS Reprogrammierung verstärkt exprimiert wird und in iPS Zellen eine ESC-ähnliche Expression aufweist. Darüber hinaus konnte Pcgf6 in Kombination mit Oct4, Klf4 und c-Myc spezifisch den Transkriptionsfaktor Sox2 in der iPS Reprogrammierung ersetzen. Zudem wurden für OPKM-induzierte iPS Zellen charakteristische Eigenschaften pluripotenter Zellen nachgewiesen. Außerdem konnte eine Rolle von Pcgf6 als Enhancer-Faktor für die iPS Reprogrammierung ausgeschlossen werden, da die Überexpression von Pcgf6 zusammen mit den OSKM Faktoren keine additiven Effekte auf die Reprogrammierungseffizienz erzielte. Im Gegensatz dazu führte der Knockdown (KD) von Pcgf6 in embryonalen Mausfibroblasten (MEFs) zu verminderten Effizienzen nach OSKM Reprogrammierung. Darüber hinaus handelte es sich bei der Mehrheit der AP+ Kolonien, die unter Pcgf6 KD Konditionen entstanden, um partiell-reprogrammierte iPS Zellen.
Zusammengefasst zeigen die Ergebnisse der hier vorliegenden Arbeit, dass Pcgf6 ein neuer und essentieller Faktor der iPS Reprogrammierung ist, der in Kombination mit Oct4, Klf4 und c-Myc spezifisch den Transkriptionsfaktor Sox2 ersetzen kann.
More warning Advanced Driver Assistance Systems (ADAS) will be integrated into the European vehicles in the coming years, due to the ongoing progress on the way to automated driving and Euro NCAP requirements. Furthermore, upcoming technologies like Car-2-X will extend the sensory horizon of ADAS and enable the possibility to warn drivers earlier against various hazards than today. Regarding this progress, increasing numbers of different ADAS warnings will be communicated to the driver. In this context, an important question is how multiple ADAS warnings can be integrated into the Human Machine Interface (HMI) of vehicles and which warning elements are needed to ensure warning acceptance, efficiency and understandability seen from the driver’s point of view.
Two driving simulator studies were conducted and the effects of specific warning elements examined to develop a concept for the integration of upcoming warning ADAS, which focuses on early collision warnings. The implemented early warnings were defined with a warning onset of approximately two seconds before the last possible warning onset. Main questions were whether and how drivers profit from warning direction cues and/or warning object cues for their response to a hazard, and how these cues affect the acceptance of an integrated warning ADAS approach. Furthermore, it was analyzed whether a generalized warning can be used for a cluster of different ADAS concerning the group “warning of collisions”. Therefore critical scenarios in rural and urban surroundings were evaluated, including frontal and lateral (intersections) scenarios. Unnecessary warnings and false alarms have also been taken into account.
The results indicate that early warning direction cues have a high potential to assist drivers with an ADAS warning cluster which covers warning of collisions. In contrast, warning object cues seem to be less important for the drivers’ performance and acceptance regarding early collision warnings. According to these findings, this thesis provides recommendations which warning elements should be included into future ADAS warnings in favor of an integrated warning approach.
This dissertation presents controller design methodologies for a formation of cooperative mobile robots to perform trajectory tracking and convoy protection tasks. Two major problems related to multi-agent formation control are addressed, namely the time-delay and optimality problems. For the task of trajectory tracking, a leader-follower based system structure is adopted for the controller design, where the selection criteria for controller parameters are derived through analyses of characteristic polynomials. The resulting parameters ensure the stability of the system and overcome the steady-state error as well as the oscillation behavior under time-delay effect. In the convoy protection scenario, a decentralized coordination strategy for balanced deployment of mobile robots is first proposed. Based on this coordination scheme, optimal controller parameters are generated in both centralized and decentralized fashion to achieve dynamic convoy protection in a unified framework, where distributed optimization technique is applied in the decentralized strategy. This unified framework takes into account the motion of the target to be protected, and the desired system performance, for instance, minimal energy to spend, equal inter-vehicle distance to keep, etc.
Both trajectory tracking and convoy protection tasks are demonstrated through simulations and real-world hardware experiments based on the robotic equipment at Department of Computer Science VII, University of Würzburg.
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.
Pocket-Proteine und E2F-Transkriptionsfaktoren regulieren die Expression von Zellzyklus-assoziierten Genen und spielen eine zentrale Rolle bei der Koordination der Zellteilung, Differenzierung und Apoptose. Störungen dieser Signalwege tragen zur Entstehung zahlreicher Tumorentitäten beim Menschen bei. Trotz der intensiven Untersuchung der Zellzyklusregulation sind viele Details noch unverstanden.
Der LIN-Komplex (LINC / DREAM) ist ein kürzlich entdeckter humaner Multiprotein-komplex, welcher dynamisch mit Pocket-Proteinen und E2F-Transkriptionsfaktoren interagiert. Eine essentielle Komponente des LIN-Komplexes ist das LIN9-Protein. Um die Funktion dieses Proteins bei der Zellzyklusregulation und Tumorentstehung genauer untersuchen zu können, wurde in unserer Arbeitsgruppe ein konditionelles Lin9-Knockout-Mausmodell etabliert.
Primäres Ziel der Arbeit war es, den Phänotyp embryonaler Fibroblasten (MEFs) aus diesen Mäusen zu charakterisieren. Bereits kurz nach Inaktivierung von Lin9 konnte ein stark verlangsamtes Zellwachstums beobachtet werden. In Lin9-depletierten MEFs wurden multiple mitotische Defekte detektiert, die u. a. strukturelle Auffälligkeiten des Spindelapparates, aberrante Zellkerne, Störungen der Chromosomensegregation sowie zytokinetische Defekte umfassen und in einer dramatischen Zunahme polyploider und aneuploider Zellen resultieren. Im Langzeitverlauf führen diese erheblichen Aberrationen zu einer vorzeitigen zellulären Seneszenz. Wird diese durch das Large T-Protoonkogen durchbrochen, können sich MEFs an den Verlust von Lin9 adaptieren, zeigen dann jedoch eine hochgradige genomische Instabilität und Substrat-unabhängiges Wachstum im Weichagar als Zeichen onkogener Transformation.
Im zweiten Abschnitt der vorliegenden Arbeit wurde die Genexpression in Lin9-defizienten MEFs mittels quantitativer Real Time-PCR untersucht um zu klären, ob die beschriebenen Defekte auf Veränderungen der transkriptionellen Aktivität zurück-zuführen sind. Dabei wurde eine erhebliche Reduktion der Expressionslevel mitotischer Gene nach Verlust von Lin9 beobachtet. Des Weiteren wurden zur Klärung der zu Grunde liegenden molekularen Mechanismen Chromatin-Immunpräzipitations-Experimente (ChIP) durchgeführt. Im Vergleich zu Kontrollzellen wurden dabei in Lin9-defizienten Zellen signifikante epigenetische Veränderungen bezüglich aktivierender Histon-Modifikationen an den Promotoren mitotischer Lin9-Zielgene festgestellt.
Im letzten Abschnitt der Arbeit sollten die Auswirkungen des heterozygoten Verlustes von Lin9 analysiert werden. Dabei zeigte sich, dass Lin9-haploinsuffiziente Zellen normal proliferieren, obwohl die Expression verschiedener G2/M-Gene leicht vermindert war. Es wurde jedoch eine Schwächung des mitotischen Spindelkontrollpunktes und in der Folge über mehrere Zellgenerationen eine Zunahme polyploider Zellen beobachtet. Mit Weichagar-Assays konnte gezeigt werden, dass bereits der heterozygote Verlust des Lin9-Gens zur onkogenen Transformation beiträgt.
Zusammengenommen dokumentieren diese Studien, dass LIN9 eine entscheidende Bedeutung bei der Regulation von Zellzyklus-assoziierten Genen spielt und sowohl einen essentiellen Faktor für die Zellproliferation darstellt als auch durch die Gewährleistung genomischer Stabilität tumorsuppressive Eigenschaften aufweist.
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.
Phospholamban (PLN) reguliert in der Herzmuskelzelle die Aktivität der Kalzium-ATPase SERCA2a und damit maßgeblich die Kinetik des myozytären Kalzium-Kreislaufs. PLN liegt im Herz in Form von Monomeren und Pentameren vor, wobei angenommen wird, dass nur die Monomere die Aktivität der SERCA2a durch direkte Interaktion hemmen. Die Funktion der Pentamere ist noch immer unklar. In der vorliegenden Arbeit sollte untersucht werden, ob PLN-Pentamere für die PKA-abhängige Phosphorylierung des PLN und damit für die Regulation der PLN-Aktivität von Bedeutung sein können.
Mit Hilfe transfizierter HEK293AD-Zellen und verschiedener PLN-Mutanten wurde gezeigt, dass sowohl PLN-Monomere als auch -Pentamere durch die PKA phosphoryliert werden, wobei die Phosphorylierung der Monomere in Anwesenheit von Pentameren geringer ist und verzögert abläuft. Ohne Pentamer war die Phosphorylierung der Monomere dagegen bereits basal und nach moderater PKA-Stimulation stärker. Ursache dafür schien eine höhere Affinität der PKA für PLN-Pentamere als für Monomere zu sein. Darüber hinaus konnte gezeigt werden, dass nicht nur PLN-Monomere sondern auch das PLN-Pentamer mit der SERCA2a interagieren und das Oligomer im Gegensatz zum PLN-Monomer nach PLN-Phosphorylierung zu einem kleinen Anteil an die SERCA2a gebunden bleibt. Auch spiegelten sich die unterschiedlichen Phosphorylierungsmuster von PLN-Pentamer und Monomer in den SERCA2a-Aktivitäten wieder. Messungen der SERCA2a-Aktivität in Mäuseherzen mit (Wildtyp und TgPLN) und ohne (TgAFA-PLN) PLN-Pentamere zeigten, dass Wildtyp-PLN und TgPLN die SERCA2a stärker inhibieren als TgAFA-PLN, was auf die stärkere basale Phosphorylierung des TgAFA-PLN zurückzuführen war. Nach PKA-Stimulation war der Anstieg der Enzymaktivität in Anwesenheit von TgPLN fast dreimal höher als in TgAFA-PLN. Analog zeigte TgPLN eine deutlichere Steigerung der Phosphorylierung der PLN-Monomere als TgAFA-PLN.
Zusammenfassend konnte gezeigt werden, dass PLN-Pentamere durch Hemmung der Monomer-Phosphorylierung deren Aktivität erhöhen mit der Folge einer verstärkten Inhibition der SERCA2a. Da die inhibitorische Wirkung durch PKA-Stimulation vollständig aufgehoben werden kann, erhöhen die Pentamere die Regulationsmöglichkeiten der SERCA2a-Aktivität.
Adipose tissue defects and related pathologies still represent major challenges in reconstructive surgery. Based on to the paradigm ‘replace with alike’, adipose tissue is considered the ideal substitute material for damaged soft tissue [1-3]. Yet the transfer of autologous fat, particularly larger volumes, is confined by deficient and unpredictable long term results, as well as considerable operative morbidity at the donor and recipient site [4-6], calling for innovative treatment options to improve patient care.
With the aim to achieve complete regeneration of soft tissue defects, adipose tissue engineering holds great promise to provide functional, biologically active adipose tissue equivalents. Here, especially long-term maintenance of volume and shape, as well as sufficient vascularization of engineered adipose tissue represent critical and unresolved challenges [7-9]. For adipose tissue engineering approaches to be successful, it is thus essential to generate constructs that retain their initial volume in vivo, as well as to ensure their rapid vascularization to support cell survival and differentiation for full tissue regeneration [9,10]. Therefore, it was the ultimate goal of this thesis to develop volume-stable 3D adipose tissue constructs and to identify applicable strategies for sufficient vascularization of engineered constructs. The feasibility of the investigated approaches was verified by translation from in vitro to in vivo as a critical step for the advancement of potential regenerative therapies.
For the development of volume-stable constructs, the combination of two biomaterials with complementary properties was successfully implemented. In contrast to previous approaches in the field using mainly non-degradable solid structures for mechanical protection of developing adipose tissue [11-13], the combination of a cell-instructive hydrogel component with a biodegradable porous support structure of adequate texture was shown advantageous for the generation of volume-stable adipose tissue. Specifically, stable fibrin hydrogels previously developed in our group [14] served as cell carrier and supported the adipogenic development of adipose-derived stem cells (ASCs) as reflected by lipid accumulation and leptin secretion. Stable fibrin gels were thereby shown to be equally supportive of adipogenesis compared to commercial TissuCol hydrogels in vitro. Using ASCs as a safe source of autologous cells [15,16] added substantial practicability to the approach. To enhance the mechanical strength of the engineered constructs, porous biodegradable poly(ε caprolactone)-based polyurethane (PU) scaffolds were introduced as support structures and shown to exhibit adequately sized pores to host adipocytes as well as interconnectivity to allow coherent tissue formation and vascularization. Low wettability and impaired cell attachment indicated that PU scaffolds alone were insufficient in retaining cells within the pores, yet cytocompatibility and differentiation of ASCs were adequately demonstrated, rendering the PU scaffolds suitable as support structures for the generation of stable fibrin/PU composite constructs (Chapter 3).
Volume-stable adipose tissue constructs were generated by seeding the pre-established stable fibrin/PU composites with ASCs. Investigation of size and weight in vitro revealed that composite constructs featured enhanced stability relative to stable fibrin gels alone. Comparing stable fibrin gels and TissuCol as hydrogel components, it was found that TissuCol gels were less resilient to degradation and contraction. Composite constructs were fully characterized, showing good cell viability of ASCs and strong adipogenic development as indicated by functional analysis via histological Oil Red O staining of lipid vacuoles, qRT-PCR analysis of prominent adipogenic markers (PPARγ, C/EBPα, GLUT4, aP2) and quantification of leptin secretion. In a pilot study in vivo, investigating the suitability of the constructs for transplantation, stable fibrin/PU composites provided with a vascular pedicle gave rise to areas of well-vascularized adipose tissue, contrasted by insufficient capillary formation and adipogenesis in constructs implanted without pedicle. The biomaterial combination of stable fibrin gels and porous biodegradable PU scaffolds was thereby shown highly suitable for the generation of volume-stable adipose tissue constructs in vivo, and in addition, the effectiveness of immediate vascularization upon implantation to support adipose tissue formation was demonstrated (Chapter 4).
Further pursuing the objective to investigate adequate vascularization strategies for engineered adipose tissue, hypoxic preconditioning was conducted as a possible approach for in vitro prevascularization. In 2D culture experiments, analysis on the cellular level illustrated that the adipogenic potential of ASCs was reduced under hypoxic conditions when applied in the differentiation phase, irrespective of the oxygen tension encountered by the cells during expansion. Hypoxic treatment of ASCs in 3D constructs prepared from stable fibrin gels similarly resulted in reduced adipogenesis, whereas endothelial CD31 expression as well as enhanced leptin and vascular endothelial growth factor (VEGF) secretion indicated that hypoxic treatment indeed resulted in a pro-angiogenic response of ASCs. Especially the observed profound regulation of leptin production by hypoxia and the dual role of leptin as adipokine and angiogenic modulator were considered an interesting connection advocating further study. Having confirmed the hypothesis that hypoxia may generate a pro-angiogenic milieu inside ASC-seeded constructs, faster vessel ingrowth and improved vascularization as well as an enhanced tolerance of hypoxia-treated ASCs towards ischemic conditions upon implanatation may be expected, but remain to be verified in rodent models in vivo (Chapter 5).
Having previously been utilized for bone and cartilage engineering [17-19], as well as for revascularization and wound healing applications [20-22], stromal-vascular fraction (SVF) cells were investigated as a novel cell source for adipose tissue engineering. Providing cells with adipogenic differentiation as well as vascularization potential, the SVF was applied with the specific aim to promote adipogenesis and vascularization in engineered constructs in vivo. With only basic in vitro investigations by Lin et al. addressing the SVF for adipose repair to date [23], the present work thoroughly investigated SVF cells for adipose tissue construct generation in vitro, and in particular, pioneered the application of these cells for adipose tissue engineering in vivo.
Initial in vitro experiments compared SVF- and ASC-seeded stable fibrin constructs in different medium compositions employing preadipocyte (PGM-2) and endothelial cell culture medium (EGM-2). It was found that a 1:1 mixture of PGM-2 and EGM-2, as previously established for co-culture models of adipogenesis [24], efficiently maintained cells with adipogenic and endothelial potential in SVF-seeded constructs in short and long-term culture setups. Observations on the cellular level were supported by analysis of mRNA expression of characteristic adipogenic and endothelial markers. In preparation of the evaluation of SVF-seeded constructs under in vivo conditions, a whole mount staining (WMS) method, facilitating the 3D visualization of adipocytes and blood vessels, was successfully established and optimized using native adipose tissue as template (Chapter 6).
In a subcutaneous nude mouse model, SVF cells were, for the first time in vivo, elucidated for their potential to support the functional assembly of vascularized adipose tissue. Investigating the effect of adipogenic precultivation of SVF-seeded stable fibrin constructs in vitro prior to implantation on the in vivo outcome, hormonal induction was shown beneficial in terms of adipocyte development, whereas a strong vascularization potential was observed when no adipogenic inducers were added. Via histological analysis, it was proven that the developed structures were of human origin and derived from the implanted cells. Applying SVF cells without precultivation in vitro but comparing two different fibrin carriers, namely stable fibrin and TissuCol gels, revealed that TissuCol profoundly supported adipose formation by SVF cells in vivo. This was contrasted by only minor SVF cell development and a strong reduction of cell numbers in stable fibrin gels implanted without precultivation. Histomorphometric analysis of adipocytes and capillary structures was conducted to verify the qualitative results, concluding that particularly SVF cells in TissuCol were highly suited for adipose regeneration in vivo. Employing the established WMS technique, the close interaction of mature adipocytes and blood vessels in TissuCol constructs was impressively shown and via species-specific human vimentin staining, the expected strong involvement of implanted SVF cells in the formation of coherent adipose tissue was confirmed (Chapter 7).
With the development of biodegradable volume-stable adipose tissue constructs, the application of ASCs and SVF cells as two promising cell sources for functional adipose regeneration, as well as the thorough evaluation of strategies for construct vascularization in vitro and in vivo, this thesis provides valuable solutions to current challenges in adipose tissue engineering. The presented findings further open up new perspectives for innovative treatments to cure soft tissue defects and serve as a basis for directed approaches towards the generation of clinically applicable soft tissue substitutes.